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
32.3
Avg. index
416 models
| Rank | Model | Provider | Score | Benchmarks | Inference | Agentic | Programming | Value | Price |
|---|---|---|---|---|---|---|---|---|---|
| 41 | Ember-1 ember-1 codeprogrammingtool use | Fireworks AI | 60.9 overall | 0.0 | 74.3 | 0.0 | 74.6 | 9.1 | $3 in / $15 out |
| 42 | DeepSeek-V4.1-Flash-1017 deepseek-v4.1-flash-1017 multimodalvisionmulti-input reasoning | DeepSeek | 60.7 overall | 48.8 | 85.2 | 0.0 | 0.0 | 54.7 | |
| 43 | GPT-5.5 gpt-5.5 multimodalvisionmulti-input reasoning | OpenAI | 60.5 overall | 74.3 | 96.4 | 55.3 | 48.5 | 3.3 | $5 in / $30 out |
| 44 | GPT-5 High gpt-5-high-2025-08-07 multimodalvisionmulti-input reasoning | OpenAI | 60.5 overall | 60.5 | 0.0 | 0.0 | 0.0 | 0.0 | |
| 45 | Gemini 3.1 Pro gemini-3.1-pro-preview multimodalvisionmulti-input reasoning | Google | 59.6 overall | 70.6 | 85.2 | 46.7 | 61.7 | 14.0 | |
| 46 | Qwen3.7 Max qwen3.7-max multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 59.4 overall | 64.4 | 66.7 | 48.6 | 72.6 | 30.5 | $1.25 in / $3.75 out |
| 47 | Seed 2.1 Turbo seed-2.1-turbo multimodalvisionmulti-input reasoning | ByteDance | 59.1 overall | 64.1 | 0.0 | 58.5 | 53.4 | 0.0 | N/A |
| 48 | GPT-5.5 Pro gpt-5.5-pro multimodalvisionmulti-input reasoning | OpenAI | 59.1 overall | 60.1 | 0.0 | 67.5 | 48.8 | 0.0 | N/A |
| 49 | Gemini 4 Argon gemini-4-argon multimodalvisionmulti-input reasoning | Google | 59.0 overall | 0.0 | 85.2 | 0.0 | 0.0 | 17.0 | |
| 50 | Claude Opus 5.5 claude-opus-5-5 multimodalvisionmulti-input reasoning | Anthropic | 58.7 overall | 0.0 | 66.7 | 0.0 | 76.2 | 7.4 | |
| 51 | Gemini 3 Pro gemini-3-pro-preview multimodalvisionmulti-input reasoning | Google | 58.5 overall | 69.4 | 0.0 | 51.0 | 52.8 | 0.0 | |
| 52 | GLM-5.2 glm-5.2 codeprogrammingtool use | Zhipu AI | 58.4 overall | 67.2 | 85.2 | 39.9 | 55.9 | 40.7 | $0.75 in / $2.4 out |
| 53 | Gemini 3.8 Flash gemini-3.8-flash multimodalvisionmulti-input reasoning | Google | 58.4 overall | 52.3 | 85.2 | 0.0 | 0.0 | 32.7 | |
| 54 | Solar Mini 4 solar-mini4 codeprogrammingtool use | Upstage | 58.4 overall | 0.0 | 58.2 | 0.0 | 48.7 | 80.2 | $0.1 in / $0.4 out |
| 55 | Kimi K2-Thinking-0905 kimi-k2-thinking-0905 codeprogrammingtool use | Moonshot AI | 58.1 overall | 64.8 | 0.0 | 50.7 | 57.9 | 0.0 | |
| 56 | DeepSeek-V4-Pro-Max deepseek-v4-pro-max codeprogrammingtool use | DeepSeek | 58.0 overall | 64.3 | 85.2 | 46.9 | 52.2 | 35.4 | |
| 57 | Laguna S 2.1 laguna-s-2.1 codeprogrammingtool use | Poolside | 57.9 overall | 0.0 | 85.2 | 33.7 | 50.8 | 88.2 | $0.1 in / $0.2 out |
| 58 | MiniMax M3.1 Flash minimax-m3.1-flash multimodalvisionmulti-input reasoning | MiniMax | 57.5 overall | 47.5 | 66.7 | 0.0 | 0.0 | 70.9 | |
| 59 | DeepSeek-V3.2 (Non-thinking) deepseek-chat textinference | DeepSeek | 57.5 overall | 0.0 | 48.6 | 0.0 | 0.0 | 71.8 | $0.28 in / $0.42 out |
| 60 | GPT-5.1 Thinking gpt-5.1-thinking-2025-11-12 multimodalvisionmulti-input reasoning | OpenAI | 57.3 overall | 61.8 | 0.0 | 0.0 | 51.6 | 0.0 |
Ember-1
Fireworks AI
60.9
$3 in / $15 out
DeepSeek-V4.1-Flash-1017
DeepSeek
60.7
$0.3 in / $1.2 out
GPT-5.5
OpenAI
60.5
$5 in / $30 out
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.
| $0.3 in / $1.2 out |
| N/A |
| $2 in / $12 out |
| $2 in / $10 out |
| $4 in / $20 out |
| N/A |
| $0.75 in / $3.75 out |
| N/A |
| $1.3 in / $2.6 out |
| $0.15 in / $0.6 out |
| N/A |
GPT-5 High
OpenAI
60.5
N/A
Gemini 3.1 Pro
59.6
$2 in / $12 out
Qwen3.7 Max
Alibaba Cloud / Qwen Team
59.4
$1.25 in / $3.75 out
Seed 2.1 Turbo
ByteDance
59.1
N/A
GPT-5.5 Pro
OpenAI
59.1
N/A
Gemini 4 Argon
59.0
$2 in / $10 out
Claude Opus 5.5
Anthropic
58.7
$4 in / $20 out
Gemini 3 Pro
58.5
N/A
GLM-5.2
Zhipu AI
58.4
$0.75 in / $2.4 out
Gemini 3.8 Flash
58.4
$0.75 in / $3.75 out
Solar Mini 4
Upstage
58.4
$0.1 in / $0.4 out
Kimi K2-Thinking-0905
Moonshot AI
58.1
N/A
DeepSeek-V4-Pro-Max
DeepSeek
58.0
$1.3 in / $2.6 out
Laguna S 2.1
Poolside
57.9
$0.1 in / $0.2 out
MiniMax M3.1 Flash
MiniMax
57.5
$0.15 in / $0.6 out
DeepSeek-V3.2 (Non-thinking)
DeepSeek
57.5
$0.28 in / $0.42 out
GPT-5.1 Thinking
OpenAI
57.3
N/A