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
22.4
Avg. index
416 models
| Rank | Model | Provider | Score | Benchmarks | Inference | Agentic | Programming | Value | Price |
|---|---|---|---|---|---|---|---|---|---|
| 61 | Mistral Large 4 mistral-large-4 multimodalvisionmulti-input reasoning | Mistral AI | 66.7 Inference | 0.0 | 66.7 | 0.0 | 74.3 | 44.0 | $0.68 in / $2.09 out |
| 62 | Nova 2 Lite nova-2-lite multimodalvisionmulti-input reasoning | Amazon | 66.7 Inference | 39.8 | 66.7 | 13.0 | 25.9 | 42.9 | $0.3 in / $2.5 out |
| 63 | Nova 2 Sonic nova-2-sonic multimodalvisionmulti-input reasoning | Amazon | 66.7 Inference | 0.0 | 66.7 | 0.0 | 0.0 | 41.2 | $0.33 in / $2.75 out |
| 64 | Qwen3.6 Plus qwen3.6-plus multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 66.7 Inference | 65.4 | 66.7 | 29.9 | 53.6 | 38.2 | $0.5 in / $3 out |
| 65 | Qwen3.7 Max qwen3.7-max multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 66.7 Inference | 64.4 | 66.7 | 48.6 | 72.6 | 30.5 | $1.25 in / $3.75 out |
| 66 | Qwen3.8 Flash qwen3.8-flash multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 66.7 Inference | 61.4 | 66.7 | 64.7 | 57.8 | 76.4 | $0.15 in / $0.47 out |
| 67 | MiniMax M2.1 minimax-m2.1 codeprogrammingtool use | MiniMax | 65.8 Inference | 36.9 | 65.8 | 43.7 | 48.1 | 56.8 | $0.3 in / $1.2 out |
| 68 | MiniMax M2.5 minimax-m2.5 codeprogrammingtool use | MiniMax | 65.8 Inference | 0.0 | 65.8 | 43.9 | 50.6 | 56.8 | $0.3 in / $1.2 out |
| 69 | Grok-4.1 Fast Non-Reasoning grok-4-1-fast-non-reasoning multimodalvisionmulti-input reasoning | xAI | 61.4 Inference | 0.0 | 61.4 | 0.0 | 0.0 | 67.1 | |
| 70 | Grok-4.1 Fast Reasoning grok-4-1-fast-reasoning multimodalvisionmulti-input reasoning | xAI | 61.4 Inference | 0.0 | 61.4 | 0.0 | 0.0 | 67.1 | |
| 71 | Grok-4 Fast Reasoning grok-4-fast-reasoning multimodalvisionmulti-input reasoning | xAI | 61.4 Inference | 0.0 | 61.4 | 0.0 | 0.0 | 67.1 | |
| 72 | GPT-5.1 gpt-5.1-2025-11-13 multimodalvisionmulti-input reasoning | OpenAI | 61.1 Inference | 61.8 | 61.1 | 0.0 | 51.6 | 28.7 | |
| 73 | GPT-5.1 Instant gpt-5.1-instant-2025-11-12 multimodalvisionmulti-input reasoning | OpenAI | 61.1 Inference | 61.8 | 61.1 | 0.0 | 51.6 | 28.7 | |
| 74 | GPT-5.2 gpt-5.2-2025-12-11 multimodalvisionmulti-input reasoning | OpenAI | 61.1 Inference | 70.3 | 61.1 | 34.6 | 66.2 | 23.0 | |
| 75 | GPT-5.5 Instant gpt-5.5-instant multimodalvisionmulti-input reasoning | OpenAI | 61.1 Inference | 48.3 | 61.1 | 0.0 | 0.0 | 15.7 | |
| 76 | Step-3.5-Flash step-3.5-flash codeprogrammingtool use | StepFun | 60.4 Inference | 63.4 | 60.4 | 36.9 | 48.3 | 81.9 | $0.1 in / $0.4 out |
| 77 | GPT-4o gpt-4o-2024-08-06 multimodalvisionmulti-input reasoning | OpenAI | 58.8 Inference | 27.5 | 58.8 | 14.9 | 3.2 | 29.0 | |
| 78 | Inkling inkling multimodalvisionmulti-input reasoning | Thinking Machines Lab | 58.2 Inference | 34.1 | 58.2 | 45.7 | 58.9 | 30.5 | $0.95 in / $4.05 out |
| 79 | Inkling-Small inkling-small multimodalvisionmulti-input reasoning | Thinking Machines Lab | 58.2 Inference | 47.5 | 58.2 | 55.0 | 57.9 | 54.7 | $0.3 in / $1.2 out |
| 80 | Solar Mini 4 solar-mini4 codeprogrammingtool use | Upstage | 58.2 Inference | 0.0 | 58.2 | 0.0 | 48.7 | 80.2 | $0.1 in / $0.4 out |
Mistral Large 4
Mistral AI
66.7
$0.68 in / $2.09 out
Nova 2 Lite
Amazon
66.7
$0.3 in / $2.5 out
Nova 2 Sonic
Amazon
66.7
$0.33 in / $2.75 out
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| $0.2 in / $0.5 out |
| $0.2 in / $0.5 out |
| $0.2 in / $0.5 out |
| $1.25 in / $10 out |
| $1.25 in / $10 out |
| $1.75 in / $14 out |
| $5 in / $30 out |
| $2.5 in / $10 out |
Qwen3.6 Plus
Alibaba Cloud / Qwen Team
66.7
$0.5 in / $3 out
Qwen3.7 Max
Alibaba Cloud / Qwen Team
66.7
$1.25 in / $3.75 out
Qwen3.8 Flash
Alibaba Cloud / Qwen Team
66.7
$0.15 in / $0.47 out
MiniMax M2.1
MiniMax
65.8
$0.3 in / $1.2 out
MiniMax M2.5
MiniMax
65.8
$0.3 in / $1.2 out
Grok-4.1 Fast Non-Reasoning
xAI
61.4
$0.2 in / $0.5 out
Grok-4.1 Fast Reasoning
xAI
61.4
$0.2 in / $0.5 out
Grok-4 Fast Reasoning
xAI
61.4
$0.2 in / $0.5 out
GPT-5.1
OpenAI
61.1
$1.25 in / $10 out
GPT-5.1 Instant
OpenAI
61.1
$1.25 in / $10 out
GPT-5.2
OpenAI
61.1
$1.75 in / $14 out
GPT-5.5 Instant
OpenAI
61.1
$5 in / $30 out
Step-3.5-Flash
StepFun
60.4
$0.1 in / $0.4 out
GPT-4o
OpenAI
58.8
$2.5 in / $10 out
Inkling
Thinking Machines Lab
58.2
$0.95 in / $4.05 out
Inkling-Small
Thinking Machines Lab
58.2
$0.3 in / $1.2 out
Solar Mini 4
Upstage
58.2
$0.1 in / $0.4 out