readable AI benchmarks (simplified)
Alibaba
Qwen3.8 Max (0902)
Qwen3.8 Max (0902) has a Quality Score of 62.9, ranking 48th among 572 scored models. Per 1M tokens, pricing is $2.00 input, $6.00 output, and $0.250 cached input. It accepts text, image, video, and pdf input, outputs text, and has a 983,616 token context window. Its Reliability Score is 56.0, ranking 88th among 574 scored models, above average (total average: 36.5). Its Value Score is 43.2, high compared with the total Value average of 31.5.
Model specification
- Reasoning
- reasoning
- Input modalities
- text, image, video, pdf
- Output modalities
- text
- Context window
- 983,616 tokens
- Weights
- closed weights
Token prices USD per 1M tokens
- Input
- $2.00
- Output
- $6.00
- Cached Input
- $0.250
- Cache write
- not available
- Cost per task
- $5.41
Capability
- Intelligence
- 45.4
- Coding
- not available
- Agentic
- not available
- Omniscience
- 12.0
- Correct
- 31.7%
- Blended price
- $1.18
Answer outcomes
Fully graded outcomes (Correct + Incorrect): 51.4%
Artificial Analysis benchmarks
- GDPval-AA v2
- 59%
- τ³-Banking
- 48%
- SciCode
- 52%
- Humanity’s Last Exam
- 43%
- GPQA Diamond
- 93%
- CritPt
- 18%
- AA-Omniscience
- 56%
- AA-LCR
- 80%
DeepSWE operational cross-check
- Pass@1
- 57.5%
- Avg steps/scored attempt
- 111.34
- Mean cost/scored attempt (USD)
- $3.73
- Mean output tokens/scored attempt
- 95,075.183
- Mean duration/scored attempt (s)
- 2567 s
Mean cost/scored attempt is the official feed's mean_cost_usd: mean benchmark cost in USD per scored attempt under the source's cost basis. It is not Artificial Analysis cost per task and not token price (USD per 1M tokens). Mean output tokens/scored attempt is mean_output_tokens, also averaged over every scored attempt including scored failures. Mean duration/scored attempt is mean_duration_seconds; it is informational only, and wall-clock varies with provider and host load. These three fields do not affect Quality Score, Value Score, or Reliability. Epoch General ECI's benchmark basket includes DeepSWE v1.1, so Epoch General ECI and this DeepSWE cross-check are not independent evidence.
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