Compare / head-to-head
Qwen3 235B-A22B Thinking 2507vs
Seed-OSS-36B-Instruct
Qwen3 235B-A22B Thinking 2507 leads 6 of 7 shared benchmarks. Seed-OSS-36B-Instruct has the larger context window (512K tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
6 – 1
Qwen3 235B-A22B Thinking 2507 leads
Cheaper per token
—
list price, input + output
Larger context
Seed-OSS-36B-Instruct
512K tokens
Providers
2 providers
Qwen · ByteDance Seed
Qwen3 235B-A22B Thinking 2507
Qwen · released 2025-07-25
text
Seed-OSS-36B-Instruct
ByteDance Seed · released 2025-08-20
text
- Context
- 512K
- Max out
- —
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 18 · 12 core
Quality
Benchmark matrix
7 shared · 16 only Qwen3 235B-A22B Thinking 2507 · 11 only Seed-OSS-36B-Instruct| Benchmark | Qwen3 235B-A22B Thinking 2507 | Seed-OSS-36B-Instruct | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 7 | ||||
| GPQA Diamond | 80.1% ↗epoch run | 71.5% ↗epoch run | +8.6 pt | Qwen3 235B-A22B Thinking 2507 |
| MMLU-Pro | 84.4% ↗ | 82.7% ↗ | +1.7 pt | Qwen3 235B-A22B Thinking 2507 |
| AIME25 | 92.3% ↗ | 84.7% ↗ | +7.6 pt | Qwen3 235B-A22B Thinking 2507 |
| Chess Puzzles (Epoch AI run) | 12% ↗epoch run | 13% ↗epoch run | -1 pt | Seed-OSS-36B-Instruct |
| IFEval | 87.8% ↗ | 85.8% ↗ | +2 pt | Qwen3 235B-A22B Thinking 2507 |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 86.7% ↗epoch run | 67.5% ↗epoch run | +19.2 pt | Qwen3 235B-A22B Thinking 2507 |
| SuperGPQA | 64.9% ↗ | 55.7% ↗ | +9.2 pt | Qwen3 235B-A22B Thinking 2507 |
| Only Qwen3 235B-A22B Thinking 2507 reports · 16 | ||||
| LMArena Elo | 1400 ↗ | not reported | — | — |
| Arena-Hard v2 | 79.7% ↗ | not reported | — | — |
| BFCL-v3 | 71.9% ↗ | not reported | — | — |
| GPQA | 81.1% ↗ | not reported | — | — |
| HLE (text-only) | 18.2% ↗ | not reported | — | — |
| HMMT25 | 83.9% ↗ | not reported | — | — |
| LiveBench 20241125 | 78.4% ↗ | not reported | — | — |
| LiveCodeBench v6 (25.02-25.05) | 74.1% ↗ | not reported | — | — |
| MMLU-Redux | 93.8% ↗ | not reported | — | — |
| Mystery Game Puzzles (Epoch AI run) | 9% ↗epoch run | not reported | — | — |
| OJBench | 32.5% ↗ | not reported | — | — |
| SimpleQA Verified | 40.4% ↗epoch run | not reported | — | — |
| TAU2-Airline | 58% ↗ | not reported | — | — |
| TAU2-Retail | 71.9% ↗ | not reported | — | — |
| Vending-Bench 2 (Andon Labs) | -11.34 ↗ | not reported | — | — |
| WeirdML (Håvard Tveit Ihle) | 41% ↗ | not reported | — | — |
| Only Seed-OSS-36B-Instruct reports · 11 | ||||
| MMLU | not reported | 87.4% ↗ | — | — |
| AIME24 | not reported | 91.7% ↗ | — | — |
| BeyondAIME | not reported | 65% ↗ | — | — |
| GPQA-D | not reported | 71.4% ↗ | — | — |
| HLE | not reported | 10.1% ↗ | — | — |
| LiveCodeBench v6 (02/2025-05/2025) | not reported | 67.4% ↗ | — | — |
| MMMLU | not reported | 78.4% ↗ | — | — |
| Multi-SWE-Bench | not reported | 17% ↗ | — | — |
| RULER (128K) | not reported | 94.6% ↗ | — | — |
| SWE-Bench Verified (OpenHands) | not reported | 56% ↗ | — | — |
| TAU1-Retail | not reported | 70.4% ↗ | — | — |
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is Qwen3 235B-A22B Thinking 2507 minus Seed-OSS-36B-Instruct in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing
Side by side
Official pricing pages and model cards| Spec | Qwen3 235B-A22B Thinking 2507 | Seed-OSS-36B-Instruct | Edge |
|---|---|---|---|
| Context window | 262K tokens | 512K tokens | Seed-OSS-36B-Instruct |
| Max output | — | — | — |
| Input price / 1M | $0.23 ↗ | — | — |
| Output price / 1M | $2.3 ↗ | — | — |
| Cached input / 1M | — | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $2.53 | — | — |
| Modalities | text | text | Tie |
| Released | 2025-07-25 | 2025-08-20 | — |
| Cited benchmark scores | 23 | 18 | — |
Reliability
Provider status
Live from /statusMore matchups
Qwen3 235B-A22B Thinking 2507 vs …
Models sharing the most benchmarksMore matchups
Seed-OSS-36B-Instruct vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run Qwen3 235B-A22B Thinking 2507 and Seed-OSS-36B-Instruct on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.