Every major AI model ranked across benchmark quality, inference speed, agentic capability, programming aptitude, and cost efficiency — updated continuously from published evaluation data.
418
Tracked models
39
Providers
330
Benchmarked
15.4
Avg. index
418 models
| Rank | Model | Provider | Score | Benchmarks | Inference | Agentic | Programming | Value | Price |
|---|---|---|---|---|---|---|---|---|---|
| 401 | Qwen3 VL 235B A22B Instruct qwen3-vl-235b-a22b-instruct multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 0.0 Programming | 32.6 | 41.4 | 49.3 | 0.0 | 65.2 | $0.2 in / $0.88 out |
| 402 | Qwen3 VL 235B A22B Thinking qwen3-vl-235b-a22b-thinking multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 0.0 Programming | 33.8 | 0.0 | 33.3 | 0.0 | 0.0 | |
| 403 | Qwen3 VL 30B A3B Instruct qwen3-vl-30b-a3b-instruct multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 0.0 Programming | 24.2 | 41.4 | 19.3 | 0.0 | 70.7 | |
| 404 | Qwen3 VL 30B A3B Thinking qwen3-vl-30b-a3b-thinking multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 0.0 Programming | 30.8 | 0.0 | 17.5 | 0.0 | 0.0 | |
| 405 | Qwen3 VL 32B Instruct qwen3-vl-32b-instruct multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 0.0 Programming | 24.2 | 0.0 | 23.0 | 0.0 | 0.0 | |
| 406 | Qwen3 VL 32B Thinking qwen3-vl-32b-thinking multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 0.0 Programming | 39.1 | 0.0 | 28.9 | 0.0 | 0.0 | |
| 407 | Qwen3 VL 4B Instruct qwen3-vl-4b-instruct multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 0.0 Programming | 18.1 | 0.0 | 15.9 | 0.0 | 0.0 | |
| 408 | Qwen3 VL 4B Thinking qwen3-vl-4b-thinking multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 0.0 Programming | 18.9 | 0.0 | 15.7 | 0.0 | 0.0 | |
| 409 | Qwen3 VL 8B Instruct qwen3-vl-8b-instruct multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 0.0 Programming | 7.4 | 0.0 | 22.3 | 0.0 | 0.0 | |
| 410 | Qwen3 VL 8B Thinking qwen3-vl-8b-thinking multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 0.0 Programming | 31.5 | 0.0 | 19.7 | 0.0 | 0.0 | |
| 411 | QwQ-32B qwq-32b textinference | Alibaba Cloud / Qwen Team | 0.0 Programming | 24.5 | 0.0 | 0.0 | 0.0 | 0.0 | N/A |
| 412 | QwQ-32B-Preview qwq-32b-preview textinference | Alibaba Cloud / Qwen Team | 0.0 Programming | 24.5 | 0.0 | 0.0 | 0.0 | 0.0 | N/A |
| 413 | Sakana Namazu sakana-namazu multimodalvisionmulti-input reasoning | Sakana AI | 0.0 Programming | 0.0 | 30.5 | 0.0 | 0.0 | 31.0 | $0.95 in / $4 out |
| 414 | Seed 2.0 Code seed-2.0-code multimodalvisionmulti-input reasoning | ByteDance | 0.0 Programming | 0.0 | 30.5 | 0.0 | 0.0 | 37.8 | $0.5 in / $3 out |
| 415 | Seed 2.0 Mini seed-2.0-mini multimodalvisionmulti-input reasoning | ByteDance | 0.0 Programming | 39.2 | 30.5 | 0.0 | 0.0 | 79.9 | $0.1 in / $0.4 out |
| 416 | Shieldstral 1.0 (3B) shieldstral-1.0-3b multimodalvisionmulti-input reasoning | Mistral AI | 0.0 Programming | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | |
| 417 | Step3-VL-10B step3-vl-10b multimodalvisionmulti-input reasoning | StepFun | 0.0 Programming | 46.0 | 0.0 | 0.0 | 0.0 | 0.0 | N/A |
| 418 | U2 u2 textinference | Unisound | 0.0 Programming | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | N/A |
Qwen3 VL 235B A22B Instruct
Alibaba Cloud / Qwen Team
0.0
$0.2 in / $0.88 out
Qwen3 VL 235B A22B Thinking
Alibaba Cloud / Qwen Team
0.0
N/A
Qwen3 VL 30B A3B Instruct
Alibaba Cloud / Qwen Team
0.0
$0.15 in / $0.6 out
Page 21 of 21 · 418 models
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| N/A |
| $0.15 in / $0.6 out |
| N/A |
| N/A |
| N/A |
| N/A |
| N/A |
| N/A |
| N/A |
| N/A |
Qwen3 VL 30B A3B Thinking
Alibaba Cloud / Qwen Team
0.0
N/A
Qwen3 VL 32B Instruct
Alibaba Cloud / Qwen Team
0.0
N/A
Qwen3 VL 32B Thinking
Alibaba Cloud / Qwen Team
0.0
N/A
Qwen3 VL 4B Instruct
Alibaba Cloud / Qwen Team
0.0
N/A
Qwen3 VL 4B Thinking
Alibaba Cloud / Qwen Team
0.0
N/A
Qwen3 VL 8B Instruct
Alibaba Cloud / Qwen Team
0.0
N/A
Qwen3 VL 8B Thinking
Alibaba Cloud / Qwen Team
0.0
N/A
QwQ-32B
Alibaba Cloud / Qwen Team
0.0
N/A
QwQ-32B-Preview
Alibaba Cloud / Qwen Team
0.0
N/A
Sakana Namazu
Sakana AI
0.0
$0.95 in / $4 out
Seed 2.0 Code
ByteDance
0.0
$0.5 in / $3 out
Seed 2.0 Mini
ByteDance
0.0
$0.1 in / $0.4 out
Shieldstral 1.0 (3B)
Mistral AI
0.0
N/A
Step3-VL-10B
StepFun
0.0
N/A
U2
Unisound
0.0
N/A