Every major AI model ranked across benchmark quality, inference speed, agentic capability, programming aptitude, and cost efficiency — updated continuously from published evaluation data.
416
Tracked models
38
Providers
328
Benchmarked
12.4
Avg. index
416 models
| Rank | Model | Provider | Score | Benchmarks | Inference | Agentic | Programming | Value | Price |
|---|---|---|---|---|---|---|---|---|---|
| 41 | Claude Sonnet 4 claude-sonnet-4-20250514 multimodalvisionmulti-input reasoning | Anthropic | 49.4 Agentic | 38.3 | 0.0 | 49.4 | 42.8 | 0.0 | N/A |
| 42 | Qwen3 VL 235B A22B Instruct qwen3-vl-235b-a22b-instruct multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 49.3 Agentic | 32.6 | 41.8 | 49.3 | 0.0 | 65.4 | |
| 43 | Claude 3.7 Sonnet claude-3-7-sonnet-20250219 multimodalvisionmulti-input reasoning | Anthropic | 49.1 Agentic | 41.2 | 0.0 | 49.1 | 36.6 | 0.0 | |
| 44 | Qwen3.7 Max qwen3.7-max multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 48.6 Agentic | 64.4 | 66.7 | 48.6 | 72.6 | 30.5 | $1.25 in / $3.75 out |
| 45 | Nemotron 3.5 Super VL (120B A12B) nemotron-3.5-super-vl-120b-a12b multimodalvisionmulti-input reasoning | NVIDIA | 48.2 Agentic | 52.2 | 41.8 | 48.2 | 35.3 | 62.9 | |
| 46 | LongCat-Flash-Chat longcat-flash-chat codeprogrammingtool use | Meituan | 48.1 Agentic | 24.8 | 0.0 | 48.1 | 36.6 | 0.0 | N/A |
| 47 | GPT-5.2 Pro gpt-5.2-pro-2025-12-11 multimodalvisionmulti-input reasoning | OpenAI | 47.1 Agentic | 64.3 | 0.0 | 47.1 | 0.0 | 0.0 | |
| 48 | DeepSeek-V4-Pro-Max deepseek-v4-pro-max codeprogrammingtool use | DeepSeek | 46.9 Agentic | 64.3 | 85.2 | 46.9 | 52.2 | 35.4 | |
| 49 | Gemini 3.1 Pro gemini-3.1-pro-preview multimodalvisionmulti-input reasoning | Google | 46.7 Agentic | 70.6 | 85.2 | 46.7 | 61.7 | 14.0 | |
| 50 | Inkling inkling multimodalvisionmulti-input reasoning | Thinking Machines Lab | 45.7 Agentic | 34.1 | 58.2 | 45.7 | 58.9 | 30.5 | $0.95 in / $4.05 out |
| 51 | Kimi K2.7 Code kimi-k2.7-code multimodalvisionmulti-input reasoning | Moonshot AI | 45.7 Agentic | 0.0 | 41.8 | 45.7 | 0.0 | 34.6 | |
| 52 | Qwen3.7-Plus qwen3.7-plus multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 45.1 Agentic | 61.4 | 0.0 | 45.1 | 62.1 | 0.0 | N/A |
| 53 | GPT-5.4 gpt-5.4 texttext-to-textlanguage | OpenAI | 45.0 Agentic | 69.5 | 37.6 | 45.0 | 49.1 | 13.0 | |
| 54 | Seed 2.0 Pro seed-2.0-pro multimodalvisionmulti-input reasoning | ByteDance | 45.0 Agentic | 65.6 | 30.9 | 45.0 | 56.0 | 38.2 | $0.5 in / $3 out |
| 55 | o1 o1-2024-12-17 multimodalvisionmulti-input reasoning | OpenAI | 44.7 Agentic | 41.0 | 0.0 | 44.7 | 4.9 | 0.0 | N/A |
| 56 | MiniMax M2.5 minimax-m2.5 codeprogrammingtool use | MiniMax | 43.9 Agentic | 0.0 | 65.8 | 43.9 | 50.6 | 56.8 | $0.3 in / $1.2 out |
| 57 | MiniMax M2.1 minimax-m2.1 codeprogrammingtool use | MiniMax | 43.7 Agentic | 36.9 | 65.8 | 43.7 | 48.1 | 56.8 | $0.3 in / $1.2 out |
| 58 | Seed 1.8 seed-1.8 multimodalvisionmulti-input reasoning | ByteDance | 43.1 Agentic | 50.0 | 30.9 | 43.1 | 41.2 | 47.0 | $0.25 in / $2 out |
| 59 | Kimi K2.5 kimi-k2.5 multimodalvisionmulti-input reasoning | Moonshot AI | 41.8 Agentic | 62.5 | 0.0 | 41.8 | 44.4 | 0.0 | N/A |
| 60 | Qwen3-Next-80B-A3B-Thinking qwen3-next-80b-a3b-thinking textinference | Alibaba Cloud / Qwen Team | 41.7 Agentic | 41.2 | 0.0 | 41.7 | 0.0 | 0.0 | N/A |
Claude Sonnet 4
Anthropic
49.4
N/A
Qwen3 VL 235B A22B Instruct
Alibaba Cloud / Qwen Team
49.3
$0.2 in / $0.88 out
Claude 3.7 Sonnet
Anthropic
49.1
N/A
Want benchmark charts, model comparison, and pricing analytics?
Sign in to access the full interactive leaderboard with deep benchmark breakdowns and model comparison tools.
Open full leaderboardRankings are based on multi-dimensional evaluation across benchmark quality, inference efficiency, and cost-per-output. Scores are updated continuously and may differ from individual third-party benchmarks.
| $0.2 in / $0.88 out |
| N/A |
| $0.2 in / $1 out |
| N/A |
| $1.3 in / $2.6 out |
| $2 in / $12 out |
| $0.68 in / $3.4 out |
| $2.5 in / $15 out |
Qwen3.7 Max
Alibaba Cloud / Qwen Team
48.6
$1.25 in / $3.75 out
Nemotron 3.5 Super VL (120B A12B)
NVIDIA
48.2
$0.2 in / $1 out
LongCat-Flash-Chat
Meituan
48.1
N/A
GPT-5.2 Pro
OpenAI
47.1
N/A
DeepSeek-V4-Pro-Max
DeepSeek
46.9
$1.3 in / $2.6 out
Gemini 3.1 Pro
46.7
$2 in / $12 out
Inkling
Thinking Machines Lab
45.7
$0.95 in / $4.05 out
Kimi K2.7 Code
Moonshot AI
45.7
$0.68 in / $3.4 out
Qwen3.7-Plus
Alibaba Cloud / Qwen Team
45.1
N/A
Seed 2.0 Pro
ByteDance
45.0
$0.5 in / $3 out
o1
OpenAI
44.7
N/A
MiniMax M2.5
MiniMax
43.9
$0.3 in / $1.2 out
MiniMax M2.1
MiniMax
43.7
$0.3 in / $1.2 out
Seed 1.8
ByteDance
43.1
$0.25 in / $2 out
Kimi K2.5
Moonshot AI
41.8
N/A
Qwen3-Next-80B-A3B-Thinking
Alibaba Cloud / Qwen Team
41.7
N/A