From 006cb53c1eb5547283ab699c5f603f4288248ca1 Mon Sep 17 00:00:00 2001
From: Boqian <bwang@nbai.io>
Date: Wed, 18 Feb 2026 16:17:51 -0500
Subject: [PATCH 1/5] Add Meganova as a provider with 19 open-weight models

Adds Meganova AI (https://api.meganova.ai/v1) as an OpenAI-compatible provider
with curated open-weight models including DeepSeek, GLM, Qwen, Kimi, MiniMax,
MiMo, Llama, and Mistral families.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 providers/meganova/logo.svg                   |  7 ++++++
 .../models/MiniMaxAI/MiniMax-M2.1.toml        | 21 ++++++++++++++++
 .../models/MiniMaxAI/MiniMax-M2.5.toml        | 21 ++++++++++++++++
 .../models/Qwen/Qwen2.5-VL-32B-Instruct.toml  | 22 ++++++++++++++++
 .../Qwen/Qwen3-235B-A22B-Instruct-2507.toml   | 22 ++++++++++++++++
 .../meganova/models/Qwen/Qwen3.5-Plus.toml    | 23 +++++++++++++++++
 .../models/XiaomiMiMo/MiMo-V2-Flash.toml      | 25 +++++++++++++++++++
 .../models/deepseek-ai/DeepSeek-R1-0528.toml  | 25 +++++++++++++++++++
 .../models/deepseek-ai/DeepSeek-V3-0324.toml  | 21 ++++++++++++++++
 .../models/deepseek-ai/DeepSeek-V3.1.toml     | 22 ++++++++++++++++
 .../models/deepseek-ai/DeepSeek-V3.2-Exp.toml | 22 ++++++++++++++++
 .../models/deepseek-ai/DeepSeek-V3.2.toml     | 22 ++++++++++++++++
 .../meta-llama/Llama-3.3-70B-Instruct.toml    | 21 ++++++++++++++++
 .../mistralai/Mistral-Nemo-Instruct-2407.toml | 22 ++++++++++++++++
 .../Mistral-Small-3.2-24B-Instruct-2506.toml  | 23 +++++++++++++++++
 .../models/moonshotai/Kimi-K2-Thinking.toml   | 25 +++++++++++++++++++
 .../meganova/models/moonshotai/Kimi-K2.5.toml | 22 ++++++++++++++++
 .../meganova/models/zai-org/GLM-4.6.toml      | 22 ++++++++++++++++
 .../meganova/models/zai-org/GLM-4.7.toml      | 25 +++++++++++++++++++
 providers/meganova/models/zai-org/GLM-5.toml  | 24 ++++++++++++++++++
 providers/meganova/provider.toml              |  5 ++++
 21 files changed, 442 insertions(+)
 create mode 100644 providers/meganova/logo.svg
 create mode 100644 providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml
 create mode 100644 providers/meganova/models/MiniMaxAI/MiniMax-M2.5.toml
 create mode 100644 providers/meganova/models/Qwen/Qwen2.5-VL-32B-Instruct.toml
 create mode 100644 providers/meganova/models/Qwen/Qwen3-235B-A22B-Instruct-2507.toml
 create mode 100644 providers/meganova/models/Qwen/Qwen3.5-Plus.toml
 create mode 100644 providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml
 create mode 100644 providers/meganova/models/deepseek-ai/DeepSeek-R1-0528.toml
 create mode 100644 providers/meganova/models/deepseek-ai/DeepSeek-V3-0324.toml
 create mode 100644 providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml
 create mode 100644 providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
 create mode 100644 providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
 create mode 100644 providers/meganova/models/meta-llama/Llama-3.3-70B-Instruct.toml
 create mode 100644 providers/meganova/models/mistralai/Mistral-Nemo-Instruct-2407.toml
 create mode 100644 providers/meganova/models/mistralai/Mistral-Small-3.2-24B-Instruct-2506.toml
 create mode 100644 providers/meganova/models/moonshotai/Kimi-K2-Thinking.toml
 create mode 100644 providers/meganova/models/moonshotai/Kimi-K2.5.toml
 create mode 100644 providers/meganova/models/zai-org/GLM-4.6.toml
 create mode 100644 providers/meganova/models/zai-org/GLM-4.7.toml
 create mode 100644 providers/meganova/models/zai-org/GLM-5.toml
 create mode 100644 providers/meganova/provider.toml

diff --git a/providers/meganova/logo.svg b/providers/meganova/logo.svg
new file mode 100644
index 000000000..ab294f1e1
--- /dev/null
+++ b/providers/meganova/logo.svg
@@ -0,0 +1,7 @@
+<svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M12 4C8.5 4 5.5 6 4 8.5C3.2 9.9 3 11 3 12C3 13 3.2 14.1 4 15.5C5.5 18 8.5 20 12 20C15.5 20 18.5 18 20 15.5C20.8 14.1 21 13 21 12C21 11 20.8 9.9 20 8.5C18.5 6 15.5 4 12 4Z" fill="currentColor" fill-opacity="0"/>
+<path d="M12 5C7.5 5 4.5 8.5 3.5 11C3.2 11.6 3 12 3 12.5C3.5 12 5 10.5 7 9.5C9 8.5 10.5 8 12 8C13.5 8 15 8.5 17 9.5C19 10.5 20.5 12 21 12.5C21 12 20.8 11.6 20.5 11C19.5 8.5 16.5 5 12 5Z" fill="currentColor"/>
+<path d="M5.5 14C6.5 15.5 8 16.5 9.5 17L8 19.5C6 18.5 4.5 16.5 3.5 14.5L5.5 14Z" fill="currentColor"/>
+<path d="M18.5 14C17.5 15.5 16 16.5 14.5 17L16 19.5C18 18.5 19.5 16.5 20.5 14.5L18.5 14Z" fill="currentColor"/>
+<path d="M12 8C10.5 8 9 8.5 7 9.5C5 10.5 3.5 12 3 12.5C3.5 13 5 14.5 7 15.5C9 16.5 10.5 17 12 17C13.5 17 15 16.5 17 15.5C19 14.5 20.5 13 21 12.5C20.5 12 19 10.5 17 9.5C15 8.5 13.5 8 12 8ZM12 14.5C10.6 14.5 9.5 13.4 9.5 12C9.5 10.6 10.6 9.5 12 9.5C13.4 9.5 14.5 10.6 14.5 12C14.5 13.4 13.4 14.5 12 14.5Z" fill="currentColor"/>
+</svg>
diff --git a/providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml b/providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml
new file mode 100644
index 000000000..671a11863
--- /dev/null
+++ b/providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml
@@ -0,0 +1,21 @@
+name = "MiniMax M2.1"
+family = "minimax"
+release_date = "2025-12-23"
+last_updated = "2025-12-23"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+open_weights = true
+
+[cost]
+input = 0.30
+output = 1.20
+
+[limit]
+context = 204_800
+output = 131_072
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/MiniMaxAI/MiniMax-M2.5.toml b/providers/meganova/models/MiniMaxAI/MiniMax-M2.5.toml
new file mode 100644
index 000000000..5605eeca2
--- /dev/null
+++ b/providers/meganova/models/MiniMaxAI/MiniMax-M2.5.toml
@@ -0,0 +1,21 @@
+name = "MiniMax M2.5"
+family = "minimax"
+release_date = "2026-02-12"
+last_updated = "2026-02-12"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+open_weights = true
+
+[cost]
+input = 0.30
+output = 1.20
+
+[limit]
+context = 204_800
+output = 131_072
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/Qwen/Qwen2.5-VL-32B-Instruct.toml b/providers/meganova/models/Qwen/Qwen2.5-VL-32B-Instruct.toml
new file mode 100644
index 000000000..e84fac0d5
--- /dev/null
+++ b/providers/meganova/models/Qwen/Qwen2.5-VL-32B-Instruct.toml
@@ -0,0 +1,22 @@
+name = "Qwen2.5 VL 32B Instruct"
+family = "qwen"
+release_date = "2025-03-24"
+last_updated = "2025-03-24"
+attachment = true
+reasoning = false
+temperature = true
+tool_call = true
+structured_output = true
+open_weights = true
+
+[cost]
+input = 0.27
+output = 0.27
+
+[limit]
+context = 131_000
+output = 131_000
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/meganova/models/Qwen/Qwen3-235B-A22B-Instruct-2507.toml b/providers/meganova/models/Qwen/Qwen3-235B-A22B-Instruct-2507.toml
new file mode 100644
index 000000000..157c43749
--- /dev/null
+++ b/providers/meganova/models/Qwen/Qwen3-235B-A22B-Instruct-2507.toml
@@ -0,0 +1,22 @@
+name = "Qwen3 235B A22B Instruct 2507"
+family = "qwen"
+release_date = "2025-07-23"
+last_updated = "2025-07-23"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+structured_output = true
+open_weights = true
+
+[cost]
+input = 0.09
+output = 0.60
+
+[limit]
+context = 262_000
+output = 262_000
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/Qwen/Qwen3.5-Plus.toml b/providers/meganova/models/Qwen/Qwen3.5-Plus.toml
new file mode 100644
index 000000000..dbd174a61
--- /dev/null
+++ b/providers/meganova/models/Qwen/Qwen3.5-Plus.toml
@@ -0,0 +1,23 @@
+name = "Qwen3.5 Plus"
+family = "qwen"
+release_date = "2026-02"
+last_updated = "2026-02"
+attachment = false
+reasoning = true
+temperature = true
+knowledge = "2025-04"
+tool_call = true
+open_weights = false
+
+[cost]
+input = 0.40
+output = 2.40
+reasoning = 2.40
+
+[limit]
+context = 1_000_000
+output = 65_536
+
+[modalities]
+input = ["text", "image", "video"]
+output = ["text"]
diff --git a/providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml b/providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml
new file mode 100644
index 000000000..bc2a45cb5
--- /dev/null
+++ b/providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml
@@ -0,0 +1,25 @@
+name = "MiMo V2 Flash"
+family = "mimo"
+release_date = "2025-12-17"
+last_updated = "2025-12-17"
+attachment = false
+reasoning = true
+temperature = true
+knowledge = "2024-12-01"
+tool_call = true
+open_weights = true
+
+[interleaved]
+field = "reasoning_content"
+
+[cost]
+input = 0.07
+output = 0.21
+
+[limit]
+context = 256_000
+output = 32_000
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-R1-0528.toml b/providers/meganova/models/deepseek-ai/DeepSeek-R1-0528.toml
new file mode 100644
index 000000000..edc542d88
--- /dev/null
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-R1-0528.toml
@@ -0,0 +1,25 @@
+name = "DeepSeek R1 0528"
+family = "deepseek-thinking"
+release_date = "2025-05-28"
+last_updated = "2025-05-28"
+attachment = false
+reasoning = true
+temperature = true
+knowledge = "2024-07"
+tool_call = false
+open_weights = true
+
+[interleaved]
+field = "reasoning_content"
+
+[cost]
+input = 0.50
+output = 2.15
+
+[limit]
+context = 163_840
+output = 64_000
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3-0324.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3-0324.toml
new file mode 100644
index 000000000..6ddd83bc6
--- /dev/null
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3-0324.toml
@@ -0,0 +1,21 @@
+name = "DeepSeek V3 0324"
+family = "deepseek"
+release_date = "2025-03-24"
+last_updated = "2025-03-24"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+open_weights = true
+
+[cost]
+input = 0.20
+output = 0.80
+
+[limit]
+context = 163_840
+output = 163_840
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml
new file mode 100644
index 000000000..e49acfd00
--- /dev/null
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml
@@ -0,0 +1,22 @@
+name = "DeepSeek V3.1"
+family = "deepseek"
+release_date = "2025-08-25"
+last_updated = "2025-08-25"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+structured_output = true
+open_weights = true
+
+[cost]
+input = 0.27
+output = 1.00
+
+[limit]
+context = 164_000
+output = 164_000
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
new file mode 100644
index 000000000..9bfa73b56
--- /dev/null
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
@@ -0,0 +1,22 @@
+name = "DeepSeek V3.2 Exp"
+family = "deepseek"
+release_date = "2025-10-10"
+last_updated = "2025-10-10"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+structured_output = true
+open_weights = true
+
+[cost]
+input = 0.27
+output = 0.41
+
+[limit]
+context = 164_000
+output = 164_000
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
new file mode 100644
index 000000000..0dd71e0e2
--- /dev/null
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
@@ -0,0 +1,22 @@
+name = "DeepSeek V3.2"
+family = "deepseek"
+release_date = "2025-12-03"
+last_updated = "2025-12-03"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+structured_output = true
+open_weights = true
+
+[cost]
+input = 0.27
+output = 0.42
+
+[limit]
+context = 164_000
+output = 164_000
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/meta-llama/Llama-3.3-70B-Instruct.toml b/providers/meganova/models/meta-llama/Llama-3.3-70B-Instruct.toml
new file mode 100644
index 000000000..33e44472b
--- /dev/null
+++ b/providers/meganova/models/meta-llama/Llama-3.3-70B-Instruct.toml
@@ -0,0 +1,21 @@
+name = "Llama 3.3 70B Instruct"
+family = "llama"
+release_date = "2024-12-06"
+last_updated = "2024-12-06"
+attachment = false
+reasoning = false
+temperature = true
+tool_call = true
+open_weights = true
+
+[cost]
+input = 0.10
+output = 0.32
+
+[limit]
+context = 131_072
+output = 16_384
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/mistralai/Mistral-Nemo-Instruct-2407.toml b/providers/meganova/models/mistralai/Mistral-Nemo-Instruct-2407.toml
new file mode 100644
index 000000000..a95580260
--- /dev/null
+++ b/providers/meganova/models/mistralai/Mistral-Nemo-Instruct-2407.toml
@@ -0,0 +1,22 @@
+name = "Mistral Nemo Instruct 2407"
+family = "mistral"
+release_date = "2024-07-18"
+last_updated = "2024-07-18"
+attachment = false
+reasoning = false
+tool_call = true
+structured_output = true
+temperature = true
+open_weights = true
+
+[cost]
+input = 0.14
+output = 0.14
+
+[limit]
+context = 65_536
+output = 65_536
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/mistralai/Mistral-Small-3.2-24B-Instruct-2506.toml b/providers/meganova/models/mistralai/Mistral-Small-3.2-24B-Instruct-2506.toml
new file mode 100644
index 000000000..231a67251
--- /dev/null
+++ b/providers/meganova/models/mistralai/Mistral-Small-3.2-24B-Instruct-2506.toml
@@ -0,0 +1,23 @@
+name = "Mistral Small 3.2 24B Instruct"
+family = "mistral-small"
+release_date = "2025-06-20"
+last_updated = "2025-06-20"
+attachment = true
+reasoning = false
+temperature = true
+knowledge = "2024-10"
+tool_call = true
+structured_output = true
+open_weights = true
+
+[cost]
+input = 0.10
+output = 0.30
+
+[limit]
+context = 96_000
+output = 8_192
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/meganova/models/moonshotai/Kimi-K2-Thinking.toml b/providers/meganova/models/moonshotai/Kimi-K2-Thinking.toml
new file mode 100644
index 000000000..dcad9b1c2
--- /dev/null
+++ b/providers/meganova/models/moonshotai/Kimi-K2-Thinking.toml
@@ -0,0 +1,25 @@
+name = "Kimi K2 Thinking"
+family = "kimi-thinking"
+release_date = "2025-11-06"
+last_updated = "2025-11-06"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2024-08"
+open_weights = true
+
+[interleaved]
+field = "reasoning_content"
+
+[cost]
+input = 0.60
+output = 2.50
+
+[limit]
+context = 262_144
+output = 262_144
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/moonshotai/Kimi-K2.5.toml b/providers/meganova/models/moonshotai/Kimi-K2.5.toml
new file mode 100644
index 000000000..d2114f7c3
--- /dev/null
+++ b/providers/meganova/models/moonshotai/Kimi-K2.5.toml
@@ -0,0 +1,22 @@
+name = "Kimi K2.5"
+family = "kimi"
+release_date = "2026-01-27"
+last_updated = "2026-01-27"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2026-01"
+open_weights = true
+
+[cost]
+input = 0.50
+output = 2.80
+
+[limit]
+context = 262_144
+output = 262_144
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
diff --git a/providers/meganova/models/zai-org/GLM-4.6.toml b/providers/meganova/models/zai-org/GLM-4.6.toml
new file mode 100644
index 000000000..b68c9ed48
--- /dev/null
+++ b/providers/meganova/models/zai-org/GLM-4.6.toml
@@ -0,0 +1,22 @@
+name = "GLM-4.6"
+family = "glm"
+release_date = "2025-09-30"
+last_updated = "2025-09-30"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-04"
+open_weights = true
+
+[cost]
+input = 0.60
+output = 2.20
+
+[limit]
+context = 204_800
+output = 131_072
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/zai-org/GLM-4.7.toml b/providers/meganova/models/zai-org/GLM-4.7.toml
new file mode 100644
index 000000000..4f977b4ee
--- /dev/null
+++ b/providers/meganova/models/zai-org/GLM-4.7.toml
@@ -0,0 +1,25 @@
+name = "GLM-4.7"
+family = "glm"
+release_date = "2025-12-22"
+last_updated = "2025-12-22"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+knowledge = "2025-04"
+open_weights = true
+
+[interleaved]
+field = "reasoning_content"
+
+[cost]
+input = 0.60
+output = 2.20
+
+[limit]
+context = 204_800
+output = 131_072
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/models/zai-org/GLM-5.toml b/providers/meganova/models/zai-org/GLM-5.toml
new file mode 100644
index 000000000..9a6c6dd73
--- /dev/null
+++ b/providers/meganova/models/zai-org/GLM-5.toml
@@ -0,0 +1,24 @@
+name = "GLM-5"
+family = "glm"
+release_date = "2026-02-11"
+last_updated = "2026-02-11"
+attachment = false
+reasoning = true
+temperature = true
+tool_call = true
+open_weights = false
+
+[interleaved]
+field = "reasoning_content"
+
+[cost]
+input = 1.00
+output = 3.20
+
+[limit]
+context = 204_800
+output = 131_072
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/meganova/provider.toml b/providers/meganova/provider.toml
new file mode 100644
index 000000000..1afd1ae49
--- /dev/null
+++ b/providers/meganova/provider.toml
@@ -0,0 +1,5 @@
+name = "Meganova"
+env = ["MEGANOVA_API_KEY"]
+npm = "@ai-sdk/openai-compatible"
+api = "https://api.meganova.ai/v1"
+doc = "https://docs.meganova.ai"

From a2f8234c8ee32bc30e49b4bc8b5f14b5a2ae8dc9 Mon Sep 17 00:00:00 2001
From: Boqian <bwang@nbai.io>
Date: Wed, 18 Feb 2026 16:25:43 -0500
Subject: [PATCH 2/5] Update pricing and context limits from Meganova API

Use actual pricing from https://api.meganova.ai/v1/models instead of
reference data from other providers.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml     | 4 ++--
 .../meganova/models/Qwen/Qwen2.5-VL-32B-Instruct.toml     | 8 ++++----
 providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml   | 6 +++---
 .../meganova/models/deepseek-ai/DeepSeek-V3-0324.toml     | 4 ++--
 .../meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml    | 2 +-
 providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml  | 4 ++--
 .../models/meta-llama/Llama-3.3-70B-Instruct.toml         | 2 +-
 .../models/mistralai/Mistral-Nemo-Instruct-2407.toml      | 6 +++---
 .../mistralai/Mistral-Small-3.2-24B-Instruct-2506.toml    | 6 +++---
 .../meganova/models/moonshotai/Kimi-K2-Thinking.toml      | 2 +-
 providers/meganova/models/moonshotai/Kimi-K2.5.toml       | 2 +-
 providers/meganova/models/zai-org/GLM-4.6.toml            | 6 +++---
 providers/meganova/models/zai-org/GLM-4.7.toml            | 6 +++---
 providers/meganova/models/zai-org/GLM-5.toml              | 6 +++---
 14 files changed, 32 insertions(+), 32 deletions(-)

diff --git a/providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml b/providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml
index 671a11863..30eec950b 100644
--- a/providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml
+++ b/providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml
@@ -9,11 +9,11 @@ tool_call = true
 open_weights = true
 
 [cost]
-input = 0.30
+input = 0.28
 output = 1.20
 
 [limit]
-context = 204_800
+context = 196_608
 output = 131_072
 
 [modalities]
diff --git a/providers/meganova/models/Qwen/Qwen2.5-VL-32B-Instruct.toml b/providers/meganova/models/Qwen/Qwen2.5-VL-32B-Instruct.toml
index e84fac0d5..94560e560 100644
--- a/providers/meganova/models/Qwen/Qwen2.5-VL-32B-Instruct.toml
+++ b/providers/meganova/models/Qwen/Qwen2.5-VL-32B-Instruct.toml
@@ -10,12 +10,12 @@ structured_output = true
 open_weights = true
 
 [cost]
-input = 0.27
-output = 0.27
+input = 0.20
+output = 0.60
 
 [limit]
-context = 131_000
-output = 131_000
+context = 16_384
+output = 16_384
 
 [modalities]
 input = ["text", "image"]
diff --git a/providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml b/providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml
index bc2a45cb5..2a8f22b62 100644
--- a/providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml
+++ b/providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml
@@ -13,11 +13,11 @@ open_weights = true
 field = "reasoning_content"
 
 [cost]
-input = 0.07
-output = 0.21
+input = 0.10
+output = 0.30
 
 [limit]
-context = 256_000
+context = 262_144
 output = 32_000
 
 [modalities]
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3-0324.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3-0324.toml
index 6ddd83bc6..546ee80df 100644
--- a/providers/meganova/models/deepseek-ai/DeepSeek-V3-0324.toml
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3-0324.toml
@@ -9,8 +9,8 @@ tool_call = true
 open_weights = true
 
 [cost]
-input = 0.20
-output = 0.80
+input = 0.25
+output = 0.88
 
 [limit]
 context = 163_840
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
index 9bfa73b56..fb8b26602 100644
--- a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
@@ -11,7 +11,7 @@ open_weights = true
 
 [cost]
 input = 0.27
-output = 0.41
+output = 0.40
 
 [limit]
 context = 164_000
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
index 0dd71e0e2..875b90cff 100644
--- a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
@@ -10,8 +10,8 @@ structured_output = true
 open_weights = true
 
 [cost]
-input = 0.27
-output = 0.42
+input = 0.26
+output = 0.38
 
 [limit]
 context = 164_000
diff --git a/providers/meganova/models/meta-llama/Llama-3.3-70B-Instruct.toml b/providers/meganova/models/meta-llama/Llama-3.3-70B-Instruct.toml
index 33e44472b..de3b811a1 100644
--- a/providers/meganova/models/meta-llama/Llama-3.3-70B-Instruct.toml
+++ b/providers/meganova/models/meta-llama/Llama-3.3-70B-Instruct.toml
@@ -10,7 +10,7 @@ open_weights = true
 
 [cost]
 input = 0.10
-output = 0.32
+output = 0.30
 
 [limit]
 context = 131_072
diff --git a/providers/meganova/models/mistralai/Mistral-Nemo-Instruct-2407.toml b/providers/meganova/models/mistralai/Mistral-Nemo-Instruct-2407.toml
index a95580260..6d2c00309 100644
--- a/providers/meganova/models/mistralai/Mistral-Nemo-Instruct-2407.toml
+++ b/providers/meganova/models/mistralai/Mistral-Nemo-Instruct-2407.toml
@@ -10,11 +10,11 @@ temperature = true
 open_weights = true
 
 [cost]
-input = 0.14
-output = 0.14
+input = 0.02
+output = 0.04
 
 [limit]
-context = 65_536
+context = 131_072
 output = 65_536
 
 [modalities]
diff --git a/providers/meganova/models/mistralai/Mistral-Small-3.2-24B-Instruct-2506.toml b/providers/meganova/models/mistralai/Mistral-Small-3.2-24B-Instruct-2506.toml
index 231a67251..57a5d2b44 100644
--- a/providers/meganova/models/mistralai/Mistral-Small-3.2-24B-Instruct-2506.toml
+++ b/providers/meganova/models/mistralai/Mistral-Small-3.2-24B-Instruct-2506.toml
@@ -11,11 +11,11 @@ structured_output = true
 open_weights = true
 
 [cost]
-input = 0.10
-output = 0.30
+input = 0
+output = 0
 
 [limit]
-context = 96_000
+context = 32_768
 output = 8_192
 
 [modalities]
diff --git a/providers/meganova/models/moonshotai/Kimi-K2-Thinking.toml b/providers/meganova/models/moonshotai/Kimi-K2-Thinking.toml
index dcad9b1c2..4c28538dd 100644
--- a/providers/meganova/models/moonshotai/Kimi-K2-Thinking.toml
+++ b/providers/meganova/models/moonshotai/Kimi-K2-Thinking.toml
@@ -14,7 +14,7 @@ field = "reasoning_content"
 
 [cost]
 input = 0.60
-output = 2.50
+output = 2.60
 
 [limit]
 context = 262_144
diff --git a/providers/meganova/models/moonshotai/Kimi-K2.5.toml b/providers/meganova/models/moonshotai/Kimi-K2.5.toml
index d2114f7c3..956fe0794 100644
--- a/providers/meganova/models/moonshotai/Kimi-K2.5.toml
+++ b/providers/meganova/models/moonshotai/Kimi-K2.5.toml
@@ -10,7 +10,7 @@ knowledge = "2026-01"
 open_weights = true
 
 [cost]
-input = 0.50
+input = 0.45
 output = 2.80
 
 [limit]
diff --git a/providers/meganova/models/zai-org/GLM-4.6.toml b/providers/meganova/models/zai-org/GLM-4.6.toml
index b68c9ed48..b6ffe49a2 100644
--- a/providers/meganova/models/zai-org/GLM-4.6.toml
+++ b/providers/meganova/models/zai-org/GLM-4.6.toml
@@ -10,11 +10,11 @@ knowledge = "2025-04"
 open_weights = true
 
 [cost]
-input = 0.60
-output = 2.20
+input = 0.45
+output = 1.90
 
 [limit]
-context = 204_800
+context = 202_752
 output = 131_072
 
 [modalities]
diff --git a/providers/meganova/models/zai-org/GLM-4.7.toml b/providers/meganova/models/zai-org/GLM-4.7.toml
index 4f977b4ee..caf9fb02e 100644
--- a/providers/meganova/models/zai-org/GLM-4.7.toml
+++ b/providers/meganova/models/zai-org/GLM-4.7.toml
@@ -13,11 +13,11 @@ open_weights = true
 field = "reasoning_content"
 
 [cost]
-input = 0.60
-output = 2.20
+input = 0.20
+output = 0.80
 
 [limit]
-context = 204_800
+context = 202_752
 output = 131_072
 
 [modalities]
diff --git a/providers/meganova/models/zai-org/GLM-5.toml b/providers/meganova/models/zai-org/GLM-5.toml
index 9a6c6dd73..df55f613d 100644
--- a/providers/meganova/models/zai-org/GLM-5.toml
+++ b/providers/meganova/models/zai-org/GLM-5.toml
@@ -12,11 +12,11 @@ open_weights = false
 field = "reasoning_content"
 
 [cost]
-input = 1.00
-output = 3.20
+input = 0.80
+output = 2.56
 
 [limit]
-context = 204_800
+context = 202_752
 output = 131_072
 
 [modalities]

From 6e02385a6ba2942c1e431c0011486df2d3ac6b24 Mon Sep 17 00:00:00 2001
From: Boqian <bwang@nbai.io>
Date: Wed, 18 Feb 2026 16:29:41 -0500
Subject: [PATCH 3/5] Add interleaved reasoning_content to DeepSeek V3.1, V3.2,
 V3.2-Exp

These models support interleaved reasoning output, matching how other
providers (deepinfra, baseten, chutes) configure them.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml     | 3 +++
 providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml | 3 +++
 providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml     | 3 +++
 3 files changed, 9 insertions(+)

diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml
index e49acfd00..eba3f308c 100644
--- a/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml
@@ -9,6 +9,9 @@ tool_call = true
 structured_output = true
 open_weights = true
 
+[interleaved]
+field = "reasoning_content"
+
 [cost]
 input = 0.27
 output = 1.00
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
index fb8b26602..aca000c2e 100644
--- a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
@@ -9,6 +9,9 @@ tool_call = true
 structured_output = true
 open_weights = true
 
+[interleaved]
+field = "reasoning_content"
+
 [cost]
 input = 0.27
 output = 0.40
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
index 875b90cff..39b926fbc 100644
--- a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
@@ -9,6 +9,9 @@ tool_call = true
 structured_output = true
 open_weights = true
 
+[interleaved]
+field = "reasoning_content"
+
 [cost]
 input = 0.26
 output = 0.38

From 2d83b96bb18a9f6e5e0cd6b66e693a69014cef86 Mon Sep 17 00:00:00 2001
From: Boqian <bwang@nbai.io>
Date: Wed, 18 Feb 2026 16:35:51 -0500
Subject: [PATCH 4/5] Fix interleaved reasoning_content based on Meganova API
 testing

Tested each model with include_reasoning=true against the live API.

Added [interleaved] to: GLM-4.6, MiniMax-M2.1, MiniMax-M2.5, Kimi-K2.5
Removed [interleaved] from: DeepSeek-V3.1, V3.2, V3.2-Exp, MiMo-V2-Flash

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml        | 3 +++
 providers/meganova/models/MiniMaxAI/MiniMax-M2.5.toml        | 3 +++
 providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml      | 3 ---
 providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml     | 3 ---
 providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml | 3 ---
 providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml     | 3 ---
 providers/meganova/models/moonshotai/Kimi-K2.5.toml          | 3 +++
 providers/meganova/models/zai-org/GLM-4.6.toml               | 3 +++
 8 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml b/providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml
index 30eec950b..c41250ad5 100644
--- a/providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml
+++ b/providers/meganova/models/MiniMaxAI/MiniMax-M2.1.toml
@@ -8,6 +8,9 @@ temperature = true
 tool_call = true
 open_weights = true
 
+[interleaved]
+field = "reasoning_content"
+
 [cost]
 input = 0.28
 output = 1.20
diff --git a/providers/meganova/models/MiniMaxAI/MiniMax-M2.5.toml b/providers/meganova/models/MiniMaxAI/MiniMax-M2.5.toml
index 5605eeca2..7242bab2d 100644
--- a/providers/meganova/models/MiniMaxAI/MiniMax-M2.5.toml
+++ b/providers/meganova/models/MiniMaxAI/MiniMax-M2.5.toml
@@ -8,6 +8,9 @@ temperature = true
 tool_call = true
 open_weights = true
 
+[interleaved]
+field = "reasoning_content"
+
 [cost]
 input = 0.30
 output = 1.20
diff --git a/providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml b/providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml
index 2a8f22b62..ba5a51086 100644
--- a/providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml
+++ b/providers/meganova/models/XiaomiMiMo/MiMo-V2-Flash.toml
@@ -9,9 +9,6 @@ knowledge = "2024-12-01"
 tool_call = true
 open_weights = true
 
-[interleaved]
-field = "reasoning_content"
-
 [cost]
 input = 0.10
 output = 0.30
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml
index eba3f308c..e49acfd00 100644
--- a/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml
@@ -9,9 +9,6 @@ tool_call = true
 structured_output = true
 open_weights = true
 
-[interleaved]
-field = "reasoning_content"
-
 [cost]
 input = 0.27
 output = 1.00
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
index aca000c2e..fb8b26602 100644
--- a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
@@ -9,9 +9,6 @@ tool_call = true
 structured_output = true
 open_weights = true
 
-[interleaved]
-field = "reasoning_content"
-
 [cost]
 input = 0.27
 output = 0.40
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
index 39b926fbc..875b90cff 100644
--- a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
@@ -9,9 +9,6 @@ tool_call = true
 structured_output = true
 open_weights = true
 
-[interleaved]
-field = "reasoning_content"
-
 [cost]
 input = 0.26
 output = 0.38
diff --git a/providers/meganova/models/moonshotai/Kimi-K2.5.toml b/providers/meganova/models/moonshotai/Kimi-K2.5.toml
index 956fe0794..d58969896 100644
--- a/providers/meganova/models/moonshotai/Kimi-K2.5.toml
+++ b/providers/meganova/models/moonshotai/Kimi-K2.5.toml
@@ -9,6 +9,9 @@ tool_call = true
 knowledge = "2026-01"
 open_weights = true
 
+[interleaved]
+field = "reasoning_content"
+
 [cost]
 input = 0.45
 output = 2.80
diff --git a/providers/meganova/models/zai-org/GLM-4.6.toml b/providers/meganova/models/zai-org/GLM-4.6.toml
index b6ffe49a2..7605a33a9 100644
--- a/providers/meganova/models/zai-org/GLM-4.6.toml
+++ b/providers/meganova/models/zai-org/GLM-4.6.toml
@@ -9,6 +9,9 @@ tool_call = true
 knowledge = "2025-04"
 open_weights = true
 
+[interleaved]
+field = "reasoning_content"
+
 [cost]
 input = 0.45
 output = 1.90

From 92d9e89690413fb635472e13b38f978c1edc7cda Mon Sep 17 00:00:00 2001
From: Boqian <bwang@nbai.io>
Date: Wed, 18 Feb 2026 16:41:07 -0500
Subject: [PATCH 5/5] Set reasoning=false for DeepSeek V3 series

V3-0324, V3.1, V3.2, V3.2-Exp are chat models, not reasoning models.
Only DeepSeek-R1 is a reasoning model.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml     | 2 +-
 providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml | 2 +-
 providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml     | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml
index e49acfd00..d4b20edb1 100644
--- a/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.1.toml
@@ -3,7 +3,7 @@ family = "deepseek"
 release_date = "2025-08-25"
 last_updated = "2025-08-25"
 attachment = false
-reasoning = true
+reasoning = false
 temperature = true
 tool_call = true
 structured_output = true
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
index fb8b26602..c2e22c13e 100644
--- a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2-Exp.toml
@@ -3,7 +3,7 @@ family = "deepseek"
 release_date = "2025-10-10"
 last_updated = "2025-10-10"
 attachment = false
-reasoning = true
+reasoning = false
 temperature = true
 tool_call = true
 structured_output = true
diff --git a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
index 875b90cff..99faceba9 100644
--- a/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
+++ b/providers/meganova/models/deepseek-ai/DeepSeek-V3.2.toml
@@ -3,7 +3,7 @@ family = "deepseek"
 release_date = "2025-12-03"
 last_updated = "2025-12-03"
 attachment = false
-reasoning = true
+reasoning = false
 temperature = true
 tool_call = true
 structured_output = true