Qwen3.8 MaxvsSeed 2.0 Pro
Qwen3.8 Max leads the overall Podium Score by 39.8 points (79.8 vs 40.0).Category wins: Qwen3.8 Max 3 — 1 Seed 2.0 Pro.Qwen3.8 Max is the cheaper pick ($2/M vs $3/M per 1M output tokens). Qwen3.8 Max is faster (55 t/s vs 40 t/s).
Key VerdictAggregated 2026 Benchmark Analysis
Qwen3.8 Max is rated higher overall with a Podium Score of 79.8 (vs 40.0 for Seed 2.0 Pro). In head-to-head domain evaluations, Qwen3.8 Max outperforms in 3 of 7 benchmark categories.
Coding & Engineering
Qwen3.8 Max (50.3)
Inference Speed
Qwen3.8 Max (55 t/s)
Cost Efficiency
Qwen3.8 Max ($2/M/M)
| Metric | Qwen3.8 Max | Seed 2.0 Pro |
|---|---|---|
| Podium Score | 79.8 ▲ | 40.0 |
| Arena Elo | 1496 ▲ | 1456 |
| Intelligence Index | — | — |
| Coding | 50.3 ▲ | 9.9 |
| Math | 5.0 | 47.2 ▲ |
| Reasoning | 66.3 ▲ | 34.2 |
| Agentic | — | — |
| Knowledge | — | — |
| Multimodal | 85.4 | — |
| Long-context | 99.2 ▲ | 13.8 |
| Output speed | 55 t/s ▲ | 40 t/s |
| Output price | $2/M ▲ | $3/M |
| Context window | 1000K ▲ | 131K |
Scores aggregated from five independent leaderboards. See Methodology. More head-to-heads: Qwen3.8 Max vs Claude Mythos · Qwen3.8 Max vs Claude Fable 5 · Qwen3.8 Max vs Kimi K3 · Qwen3.8 Max vs Claude Opus 5