Best Coding Model
Benchmark evidence

Benchmarks And Source Signals

Inspect the benchmark, usage, and community signals behind each model recommendation.

Evidence

Every recommendation keeps its source trail visible.

93/246
ModelSWE-benchLiveCodeBenchAiderAA codingOpenRouter shareKilo indexVotesScore
Yi 1.5 34BSource
01-ai/Yi-1.5-34B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 1.5 34B 32KSource
01-ai/Yi-1.5-34B-32K
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 1.5 34B ChatSource
01-ai/Yi-1.5-34B-Chat
Open weights4K/16K/32K variantsText -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 1.5 34B Chat 16KSource
01-ai/Yi-1.5-34B-Chat-16K
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 1.5 6BSource
01-ai/Yi-1.5-6B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 1.5 6B ChatSource
01-ai/Yi-1.5-6B-Chat
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 1.5 9BSource
01-ai/Yi-1.5-9B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 1.5 9B 32KSource
01-ai/Yi-1.5-9B-32K
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 1.5 9B ChatSource
01-ai/Yi-1.5-9B-Chat
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 1.5 9B Chat 16KSource
01-ai/Yi-1.5-9B-Chat-16K
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 34BSource
01-ai/Yi-34B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 34B 200KSource
01-ai/Yi-34B-200K
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 34B ChatSource
01-ai/Yi-34B-Chat
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 6BSource
01-ai/Yi-6B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 6B 200KSource
01-ai/Yi-6B-200K
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 6B ChatSource
01-ai/Yi-6B-Chat
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 9BSource
01-ai/Yi-9B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi 9B 200KSource
01-ai/Yi-9B-200K
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi Coder 1.5B ChatSource
01-ai/Yi-Coder-1.5B-Chat
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi Coder 9BSource
01-ai/Yi-Coder-9B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Yi Coder 9B ChatSource
01-ai/Yi-Coder-9B-Chat
Open weights128KText/code -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
Jamba LargeSource
jamba-large
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Jamba Large 1.5Source
jamba-large-1.5
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Jamba Large 1.6Source
jamba-large-1.6
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Jamba Large 1.7Source
jamba-large-1.7
Official catalogText
N/AN/AN/AN/A0.0%N/A00
Jamba Mini 1.5Source
jamba-mini-1.5
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Jamba Mini 1.6Source
jamba-mini-1.6
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Jamba Mini 1.7Source
jamba-mini-1.7
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Jamba Mini 2Source
jamba-mini-2
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Jamba MiniSource
jamba-mini
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Claude Mythos 5Source
claude-mythos-5
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Claude Haiku 4.5Source
claude-haiku-4-5-20251001
API200KText+image -> text
66.6%N/AN/A44.9%N/AN/A055.8
Claude Opus 4.6Source
claude-opus-4-6
Official catalogText
75.6%N/AN/A62.7%N/AN/A069.2
Claude Opus 4.8Source
claude-opus-4-8
API200KText+image -> text
N/AN/AN/A74.3%1.9%N/A038.1
Claude Fable 5Source
claude-fable-5
Official catalog200KText+image -> text
N/AN/AN/A76.5%0.70%N/A038.6
Claude Sonnet 5Source
claude-sonnet-5
API200KText+image -> text
N/AN/AN/A71.5%3.2%N/A037.4
Baichuan-M1-14B-InstructSource
baichuan-inc/Baichuan-M1-14B-Instruct
Open weights32K training stageText -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
Baichuan 13B ChatSource
baichuan-inc/Baichuan-13B-Chat
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Baichuan 7BSource
baichuan-inc/Baichuan-7B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Baichuan M2 32BSource
baichuan-inc/Baichuan-M2-32B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Baichuan M3 235BSource
baichuan-inc/Baichuan-M3-235B
Open weightsText -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
Baichuan2 13B ChatSource
baichuan-inc/Baichuan2-13B-Chat
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Baichuan2 13B Chat 4bitsSource
baichuan-inc/Baichuan2-13B-Chat-4bits
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Baichuan2 7B ChatSource
baichuan-inc/Baichuan2-7B-Chat
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Baichuan2 7B Chat 4bitsSource
baichuan-inc/Baichuan2-7B-Chat-4bits
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
ERNIE 4.5 0.3B PaddleSource
baidu/ERNIE-4.5-0.3B-Paddle
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
ERNIE 4.5 0.3B PTSource
baidu/ERNIE-4.5-0.3B-PT
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
ERNIE 4.5 21B A3B PaddleSource
baidu/ERNIE-4.5-21B-A3B-Paddle
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
ERNIE 4.5 21B A3B PTSource
baidu/ERNIE-4.5-21B-A3B-PT
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
ERNIE 4.5 21B A3B ThinkingSource
baidu/ERNIE-4.5-21B-A3B-Thinking
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
ERNIE 4.5 300B A47B 2Bits TP2 PaddleSource
baidu/ERNIE-4.5-300B-A47B-2Bits-TP2-Paddle
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
ERNIE 4.5 300B A47B 2Bits TP4 PaddleSource
baidu/ERNIE-4.5-300B-A47B-2Bits-TP4-Paddle
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
ERNIE 4.5 300B A47B PaddleSource
baidu/ERNIE-4.5-300B-A47B-Paddle
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
ERNIE 4.5 300B A47B PTSource
baidu/ERNIE-4.5-300B-A47B-PT
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
ERNIE 4.5 300B A47B W4A8C8 TP4 PaddleSource
baidu/ERNIE-4.5-300B-A47B-W4A8C8-TP4-Paddle
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
ERNIE 4.5 300B-A47BSource
baidu/ERNIE-4.5-300B-A47B
Open weights128KText -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
ERNIE 4.5 VL 424B-A47BSource
baidu/ERNIE-4.5-VL-424B-A47B
Open weights128KText+image -> text
N/AN/AN/AN/A0.0%N/A00
Seed 2.0 CodeSource
seed-2.0-code
APIMultimodal -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
Seed Coder 8B InstructSource
ByteDance-Seed/Seed-Coder-8B-Instruct
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Seed Coder 8B ReasoningSource
ByteDance-Seed/Seed-Coder-8B-Reasoning
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Seed OSS 36B InstructSource
ByteDance-Seed/Seed-OSS-36B-Instruct
Open weights512KText -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
Command ASource
command-a
Official catalogText
N/AN/A12.0%N/AN/AN/A012
Command A ReasoningSource
command-a-reasoning
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Command A+Source
command-a-plus
Official catalogText
N/AN/A12.0%27.8%0.0%N/A013.3
Command RSource
command-r
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Command R+Source
command-r-plus
Official catalogText
N/AN/AN/AN/A0.0%N/A00
Command R7BSource
command-r7b
Official catalogText
N/AN/AN/AN/A0.0%N/A00
Composer 1Source
composer-1
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Composer 2.5Source
composer-2-5
Official catalogText -> text/code
N/AN/AN/AN/AN/AN/A0Awaiting signals
DeepSeek V4 ProSource
deepseek-v4-pro
API1MText/reasoning -> text
N/AN/AN/A59.4%11.3%63044.6
DeepSeek V4 FlashSource
deepseek-v4-flash
API1MText/reasoning -> text
N/AN/AN/A69.1%24.0%91061.4
DeepSeek R1 0528 Qwen3 8BSource
deepseek-ai/DeepSeek-R1-0528-Qwen3-8B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
DeepSeek R1 Distill Llama 70BSource
deepseek-ai/DeepSeek-R1-Distill-Llama-70B
Open weightsText
N/AN/AN/AN/A0.0%N/A00
DeepSeek R1 Distill Llama 8BSource
deepseek-ai/DeepSeek-R1-Distill-Llama-8B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
DeepSeek R1 Distill Qwen 1.5BSource
deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
DeepSeek R1 Distill Qwen 14BSource
deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
DeepSeek R1 Distill Qwen 32BSource
deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
DeepSeek R1 Distill Qwen 7BSource
deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
DeepSeek V2.5 1210Source
deepseek-ai/DeepSeek-V2.5-1210
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
DeepSeek-R1-0528Source
deepseek-ai/DeepSeek-R1-0528
Open weights128KText/reasoning -> text
N/A84.4%71.4%52.6%0.0%N/A052.1
DeepSeek-V3-0324Source
deepseek-ai/DeepSeek-V3-0324
Open weights128KText -> text
42.0%N/A55.1%21.2%N/AN/A039.4
DeepSeek-V3.2Source
deepseek-ai/DeepSeek-V3.2
Open weights + APIText -> text
70.0%N/A70.2%44.2%1.3%N/A046.4
DeepSeek-V3.2-SpecialeSource
deepseek-ai/DeepSeek-V3.2-Speciale
Open weights + limited APIText -> text
60.0%N/A74.2%N/AN/AN/A067.1
Gemini 2.0 FlashSource
gemini-2.0-flash
Official catalogText
52.2%N/A22.2%N/AN/AN/A037.2
Gemini 2.0 Flash-LiteSource
gemini-2.0-flash-lite
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Gemini 2.5 ProSource
gemini-2.5-pro
Official catalogText
76.4%83.5%83.1%46.7%0.20%N/A058
Gemini 2.5 FlashSource
gemini-2.5-flash
Official catalogText
28.7%75.6%55.1%46.9%1.8%N/A041.6
Gemini 2.5 Flash-LiteSource
gemini-2.5-flash-lite
Official catalogText
N/AN/AN/A47.0%2.1%N/A024.6
Gemini 3 Pro PreviewSource
gemini-3-pro-preview
Official catalogText
77.4%N/AN/AN/AN/AN/A077.4
Gemini 3 FlashSource
gemini-3-flash-preview
Official catalogText
75.8%N/AN/A57.6%3.1%N/A045.5
Gemini 3.1 ProSource
gemini-3.1-pro-preview
Official catalog1,048,576 input / 65,536 outputText+image+video+audio+PDF -> text
N/AN/AN/A68.8%0.60%N/A034.7
Gemini 3.1 Flash-LiteSource
gemini-3.1-flash-lite
Official catalogText
N/AN/AN/A34.7%1.8%N/A018.3
Gemini 3.5 FlashSource
gemini-3.5-flash
Official catalogMultimodal -> text
N/AN/AN/A70.1%1.6%N/A035.8
Gemini 3.5 Flash-LiteSource
gemini-3.5-flash-lite
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Gemini 3.6 FlashSource
gemini-3.6-flash
Official catalogText
N/AN/AN/A69.2%1.3%N/A035.3
Gemma 4Source
gemma-4
Open weightsMultimodal
N/AN/AN/A43.4%2.4%N/A022.9
Intern-S2 PreviewSource
internlm/Intern-S2-Preview
Open weights128K text / 64K multimodal evalText+image -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
InternLM3-8B-InstructSource
internlm/internlm3-8b-instruct
Open weights128KText -> text
N/A17.8%N/AN/AN/AN/A017.8
JanusCoder 14BSource
internlm/JanusCoder-14B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
LongCat NextSource
meituan-longcat/LongCat-Next
Open weightsText -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
LongCat Flash LiteSource
meituan-longcat/LongCat-Flash-Lite
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
LongCat 2.0Source
meituan-longcat/LongCat-2.0
Open weights1M training contextText -> text
N/AN/AN/AN/A0.0%N/A00
LongCat Flash ChatSource
meituan-longcat/LongCat-Flash-Chat
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
LongCat Flash Lite SparseSource
meituan-longcat/LongCat-Flash-Lite-Sparse
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
LongCat Flash ProverSource
meituan-longcat/LongCat-Flash-Prover
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
LongCat Flash ThinkingSource
meituan-longcat/LongCat-Flash-Thinking
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
LongCat Flash Thinking 2601Source
meituan-longcat/LongCat-Flash-Thinking-2601
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
LongCat Flash Thinking ZigZagSource
meituan-longcat/LongCat-Flash-Thinking-ZigZag
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
LongCat HeavyMode SummarySource
meituan-longcat/LongCat-HeavyMode-Summary
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Llama 4 MaverickSource
Llama-4-Maverick
Open weights1MText+image -> text/code
21.0%N/AN/A16.3%0.10%N/A012.5
Llama 4 ScoutSource
Llama-4-Scout
Open weights10MText+image -> text/code
9.1%N/AN/A8.2%0.0%N/A05.8
CodeLlama 34b HfSource
meta-llama/CodeLlama-34b-hf
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
CodeLlama 34b Instruct HfSource
meta-llama/CodeLlama-34b-Instruct-hf
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
CodeLlama 34b Python HfSource
meta-llama/CodeLlama-34b-Python-hf
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
CodeLlama 70b Instruct HfSource
meta-llama/CodeLlama-70b-Instruct-hf
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
CodeLlama 70b Python HfSource
meta-llama/CodeLlama-70b-Python-hf
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Llama 3.1 405BSource
meta-llama/Llama-3.1-405B
Open weightsText
N/AN/AN/AN/A0.0%N/A00
Llama 3.1 405B InstructSource
meta-llama/Llama-3.1-405B-Instruct
Open weightsText
68.2%N/AN/AN/AN/AN/A068.2
Llama 3.1 70BSource
meta-llama/Llama-3.1-70B
Open weightsText
40.6%N/AN/AN/A0.0%N/A020.3
Llama 3.1 70B InstructSource
meta-llama/Llama-3.1-70B-Instruct
Open weightsText
N/AN/AN/AN/A0.0%N/A00
Llama 3.1 8BSource
meta-llama/Llama-3.1-8B
Open weightsText
N/AN/AN/AN/A0.0%N/A00
Llama 3.1 8B InstructSource
meta-llama/Llama-3.1-8B-Instruct
Open weightsText
N/AN/AN/A5.4%0.20%N/A02.8
Llama 3.2 1BSource
meta-llama/Llama-3.2-1B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Llama 3.2 1B InstructSource
meta-llama/Llama-3.2-1B-Instruct
Open weightsText
N/AN/AN/AN/A0.0%N/A00
Llama 3.2 3BSource
meta-llama/Llama-3.2-3B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Llama 3.2 3B InstructSource
meta-llama/Llama-3.2-3B-Instruct
Open weightsText
N/AN/AN/AN/A0.0%N/A00
Llama 3.3 70B InstructSource
meta-llama/Llama-3.3-70B-Instruct
Open weightsText
N/AN/AN/A11.9%0.10%N/A06
Phi-4 mini instructSource
microsoft/Phi-4-mini-instruct
Open weights128KText -> text
N/AN/AN/A3.8%N/AN/A03.8
MiniMax M1 40kSource
MiniMaxAI/MiniMax-M1-40k
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
MiniMax M1 40k HfSource
MiniMaxAI/MiniMax-M1-40k-hf
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
MiniMax M1 80kSource
MiniMaxAI/MiniMax-M1-80k
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
MiniMax M1 80k HfSource
MiniMaxAI/MiniMax-M1-80k-hf
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
MiniMax Text 01Source
MiniMaxAI/MiniMax-Text-01
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
MiniMax Text 01 HfSource
MiniMaxAI/MiniMax-Text-01-hf
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
MiniMax M2.7Source
MiniMaxAI/MiniMax-M2.7
Open weights + API200KText -> text
56.2%N/AN/A52.6%0.50%N/A036.4
MiniMax M3Source
MiniMaxAI/MiniMax-M3
Open weights + API1MImage-text -> text
N/AN/AN/A58.6%6.3%49038
CodestralSource
codestral-25-08
Official catalogText
N/AN/A11.1%38.5%0.0%N/A016.5
Devstral 2Source
devstral-latest
Open weights + APIText -> text
53.8%N/AN/A31.3%0.0%N/A028.4
Leanstral ↗Source
leanstral-26-03
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Leanstral 1.5Source
leanstral-1-5
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Codestral Mamba 7B ↗Source
codestral-mamba-7b-0-1
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Devstral Medium 1.0 ↗Source
devstral-medium-1-0-25-07
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Devstral Small 1.0 ↗Source
devstral-small-1-0-25-05
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Devstral Small 1.1 ↗Source
devstral-small-1-1-25-07
Official catalogText
N/AN/AN/A27.7%N/AN/A027.7
Devstral Small 2 ↗Source
devstral-small-2-25-12
Official catalogText
56.4%N/AN/A29.3%N/AN/A042.9
Magistral Medium 1.0 ↗Source
magistral-medium-1-0-25-06
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Magistral Medium 1.1 ↗Source
magistral-medium-1-1-25-07
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Magistral Medium 1.2 ↗Source
magistral-medium-1-2-25-09
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Magistral Small 1.0 ↗Source
magistral-small-1-0-25-06
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Magistral Small 1.1 ↗Source
magistral-small-1-1-25-07
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Magistral Small 1.2 ↗Source
magistral-small-1-2-25-09
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Ministral 3 14BSource
ministral-3-14b-25-12
Official catalogText
N/AN/AN/A14.4%N/AN/A014.4
Ministral 3 3BSource
ministral-3-3b-25-12
Official catalogText
N/AN/AN/A4.8%N/AN/A04.8
Ministral 3 8BSource
ministral-3-8b-25-12
Official catalogText
N/AN/AN/A9.7%N/AN/A09.7
Ministral 3B ↗Source
ministral-3b-24-1
Official catalogText
N/AN/AN/AN/A0.0%N/A00
Ministral 8B ↗Source
ministral-8b-24-1
Official catalogText
N/AN/AN/AN/A0.0%N/A00
Mistral 7B ↗Source
mistral-7b-0-3
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Mistral Nemo 12B ↗Source
mistral-nemo-12b-24-07
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Mistral Next ↗Source
mistral-next
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Mistral Saba ↗Source
mistral-saba-25-02
Official catalogText
N/AN/AN/AN/A0.0%N/A00
Mistral Small Creative ↗Source
mistral-small-creative-25-12
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Mistral Large 1.0 ↗Source
mistral-large-1-0-24-02
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Mistral Medium 1.0 ↗Source
mistral-medium-1-0-23-12
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Mistral Small 1.0 ↗Source
mistral-small-1-0-24-02
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Mistral Large 2.0 ↗Source
mistral-large-2-0-24-07
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Mistral Small 2.0 ↗Source
mistral-small-2-0-24-09
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Mistral Large 2.1 ↗Source
mistral-large-2-1-24-11
Official catalogText
N/AN/AN/A33.3%N/AN/A033.3
Mistral Large 3Source
mistral-large-3-25-12
Official catalogText
N/AN/AN/A20.1%N/AN/A020.1
Mistral Medium 3 ↗Source
mistral-medium-3-25-05
Official catalogText
N/AN/AN/A48.1%0.0%N/A024.1
Mistral Small 3.0 ↗Source
mistral-small-3-0-25-01
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Mistral Medium 3.1 ↗Source
mistral-medium-3-1-25-08
Official catalogText
N/AN/AN/A20.5%0.0%N/A010.3
Mistral Small 3.1 ↗Source
mistral-small-3-1-25-03
Official catalogText
N/AN/AN/A26.3%0.0%N/A013.2
Mistral Small 3.2 ↗Source
mistral-small-3-2-25-06
Official catalogText
N/AN/AN/A39.8%0.10%N/A020
Mistral Medium 3.5Source
mistralai/Mistral-Medium-3.5-128B
Open weights + APIText+image -> text
N/AN/AN/A46.9%0.0%N/A023.5
Mistral Small 4Source
mistral-small-4-0-26-03
Official catalogText
N/AN/AN/A26.6%N/AN/A026.6
Kimi K2.6Source
kimi-k2.6
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Kimi K2.7 CodeSource
kimi-k2.7-code
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Kimi K2.7 Code HighspeedSource
kimi-k2.7-code-highspeed
Official catalogText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Kimi K3Source
kimi-k3
Official catalogText
N/AN/AN/A76.2%4.3%N/A040.3
Kimi K2.6Source
moonshotai/Kimi-K2.6
Open weights + API256KText+image+video -> text
71.2%N/AN/A61.8%0.50%N/A044.5
Kimi K2.7 CodeSource
moonshotai/Kimi-K2.7-Code
Open weights + API256KText+image -> text
N/AN/A59.1%60.8%1.0%N/A040.3
Kimi Dev 72BSource
moonshotai/Kimi-Dev-72B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Kimi K2 ThinkingSource
moonshotai/Kimi-K2-Thinking
Open weightsText
63.4%N/AN/A21.0%0.0%N/A028.1
Kimi Linear 48B A3B InstructSource
moonshotai/Kimi-Linear-48B-A3B-Instruct
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Moonlight 16B A3BSource
moonshotai/Moonlight-16B-A3B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Moonlight 16B A3B InstructSource
moonshotai/Moonlight-16B-A3B-Instruct
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Nemotron 3 UltraSource
nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16
Open weights + hosted endpoints1MText -> text
70.7%N/AN/A49.3%8.2%35040.8
Nemotron 3 NanoSource
nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-FP8
Open weights + hosted endpoints1MText -> text
N/AN/AN/A14.4%0.30%N/A07.4
Nemotron Labs Audex 2BSource
nvidia/Nemotron-Labs-Audex-2B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Nemotron Labs Audex 30B A3BSource
nvidia/Nemotron-Labs-Audex-30B-A3B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
NVIDIA Nemotron 3 Ultra 550B A55BSource
nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
NVIDIA Nemotron Labs 3 Puzzle 75B A9BSource
nvidia/NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
GPT-5.4Source
gpt-5.4
API1MText+image -> text
N/AN/AN/A71.1%1.0%N/A036.1
GPT-5.4 miniSource
gpt-5.4-mini
API400KText+image -> text
N/AN/AN/A56.1%0.60%N/A028.4
GPT-5.4 nanoSource
gpt-5.4-nano
APIText+image -> text
N/AN/AN/A56.1%0.60%N/A028.4
GPT-5.5Source
gpt-5.5
API1MText+image -> text
N/AN/AN/A74.9%0.60%N/A037.8
GPT-5.6 SolSource
gpt-5.6-sol
Official catalogText
N/AN/AN/A78.3%1.8%42040.7
GPT-5.6 TerraSource
gpt-5.6-terra
Official catalogText
N/AN/AN/A76.7%1.3%N/A039
GPT-5.6 LunaSource
gpt-5.6-luna
Official catalogText
N/AN/AN/A71.4%3.1%N/A037.3
MiniCPM-o 4.5Source
openbmb/MiniCPM-o-4.5
Open weights + APIText+image+video+audio -> text+speech
N/AN/AN/AN/AN/AN/A0Awaiting signals
MiniCPM-V 4.6Source
openbmb/MiniCPM-V-4.6
Open weights + APIText+image+video -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
MiniCPM4.1-8BSource
openbmb/MiniCPM4.1-8B
Open weights64K native / 131K validatedText -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
MiniCPM SALASource
openbmb/MiniCPM-SALA
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
MiniCPM5 1BSource
openbmb/MiniCPM5-1B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
openPangu 2.0 FlashSource
openpangu/openPangu-2.0-Flash
Open weights512KText -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
Qwen3-235B-A22B Instruct 2507Source
Qwen/Qwen3-235B-A22B-Instruct-2507
Open weights262K native / about 1.01M extendedText -> text
N/A80.4%59.6%42.7%N/AN/A060.9
Qwen3-235B-A22B Thinking 2507Source
Qwen/Qwen3-235B-A22B-Thinking-2507
Open weights262K native / about 1.01M extendedText -> text
N/A80.4%59.6%22.1%0.30%N/A040.6
Qwen3-Coder 480B-A35BSource
Qwen/Qwen3-Coder-480B-A35B-Instruct
Open weights256KText -> text
69.6%N/AN/A61.2%0.0%N/A043.6
Qwen3-Coder-NextSource
Qwen/Qwen3-Coder-Next
Open weights256K native / 1M extendedText -> text
N/AN/AN/A36.2%0.10%N/A018.2
Skywork-OR1-32BSource
Skywork/Skywork-OR1-32B
Open weights + data + codeText -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
Skywork SWE 32BSource
Skywork/Skywork-SWE-32B
Open weightsText
47.0%N/AN/AN/AN/AN/A047
Grok 4.3Source
grok-4.3
API1MText+image -> text
N/AN/AN/A42.2%0.30%N/A021.3
Grok Build 0.1Source
grok-build-0.1
API256KText -> text
N/AN/AN/A51.5%0.0%N/A025.8
Step3-VL-10BSource
stepfun-ai/Step3-VL-10B
Open weightsText+image -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
Step 3.5 FlashSource
stepfun-ai/Step-3.5-Flash
Open weights256KText -> text
74.4%N/AN/AN/A0.0%N/A037.2
StepFun Formalizer 32BSource
stepfun-ai/StepFun-Formalizer-32B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
StepFun Formalizer 7BSource
stepfun-ai/StepFun-Formalizer-7B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
StepFun Prover Preview 32BSource
stepfun-ai/StepFun-Prover-Preview-32B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
StepFun Prover Preview 7BSource
stepfun-ai/StepFun-Prover-Preview-7B
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Hunyuan-A52B-InstructSource
tencent/Hunyuan-A52B-Instruct
Open weights128K instruct / 256K pretrainText -> text
N/AN/AN/AN/AN/AN/A0Awaiting signals
Hunyuan 0.5B InstructSource
tencent/Hunyuan-0.5B-Instruct
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Hunyuan 0.5B PretrainSource
tencent/Hunyuan-0.5B-Pretrain
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Hunyuan 1.8B InstructSource
tencent/Hunyuan-1.8B-Instruct
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Hunyuan 1.8B PretrainSource
tencent/Hunyuan-1.8B-Pretrain
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Hunyuan 4B InstructSource
tencent/Hunyuan-4B-Instruct
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Hunyuan 4B PretrainSource
tencent/Hunyuan-4B-Pretrain
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Hunyuan 7B InstructSource
tencent/Hunyuan-7B-Instruct
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Hunyuan 7B Instruct 0124Source
tencent/Hunyuan-7B-Instruct-0124
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Hunyuan 7B PretrainSource
tencent/Hunyuan-7B-Pretrain
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Hunyuan 7B Pretrain 0124Source
tencent/Hunyuan-7B-Pretrain-0124
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Hunyuan A13B InstructSource
tencent/Hunyuan-A13B-Instruct
Open weights256KText -> text
N/AN/AN/AN/A0.0%N/A00
Hunyuan A13B PretrainSource
tencent/Hunyuan-A13B-Pretrain
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
Grok 4.20Source
grok-4.20
Official catalogText
N/AN/AN/A53.6%0.10%N/A026.9
GLM 4.7 FlashSource
zai-org/GLM-4.7-Flash
Open weightsText
N/AN/AN/A53.1%0.10%N/A026.6
GLM 4 32B 0414Source
zai-org/GLM-4-32B-0414
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
GLM 4 9B 0414Source
zai-org/GLM-4-9B-0414
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
GLM 4.5Source
zai-org/GLM-4.5
Open weightsText
64.2%N/AN/A54.4%0.0%N/A039.5
GLM 4.5 AirSource
zai-org/GLM-4.5-Air
Open weightsText
N/AN/AN/A51.5%0.0%N/A025.8
GLM 4.6Source
zai-org/GLM-4.6
Open weights200KText -> text
68.2%N/AN/A45.8%0.0%N/A038
GLM 4.7Source
zai-org/GLM-4.7
Open weights128KText -> text
N/AN/AN/A45.3%0.20%N/A022.8
GLM 5Source
zai-org/GLM-5
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
GLM 5.1Source
zai-org/GLM-5.1
Open weightsText
N/AN/AN/A55.8%0.30%N/A028.1
GLM 5.2Source
zai-org/GLM-5.2
Open weights1MText -> text
62.1%N/AN/A68.8%10.1%56049.3
GLM Z1 32B 0414Source
zai-org/GLM-Z1-32B-0414
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
GLM Z1 9B 0414Source
zai-org/GLM-Z1-9B-0414
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals
GLM Z1 Rumination 32B 0414Source
zai-org/GLM-Z1-Rumination-32B-0414
Open weightsText
N/AN/AN/AN/AN/AN/A0Awaiting signals