Compare / head-to-head
Dola Seed 2.0 Minivs
MAI-Thinking-1
MAI-Thinking-1 leads 5 of 6 shared benchmarks. Both offer a 256K-token context window.
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
1 – 5
MAI-Thinking-1 leads
Cheaper per token
—
list price, input + output
Larger context
Tie
both 256K tokens
Providers
2 providers
ByteDance Seed · Microsoft
Dola Seed 2.0 Mini
ByteDance Seed · released 2026-02-14
textvisionaudiovideo
MAI-Thinking-1
Microsoft · released 2026-08-12
text
- Context
- 256K
- Max out
- 64K
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 15 · 7 core
Quality
Benchmark matrix
6 shared · 9 only Dola Seed 2.0 Mini · 9 only MAI-Thinking-1| Benchmark | Dola Seed 2.0 Mini | MAI-Thinking-1 | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 6 | ||||
| GPQA Diamond | 79% ↗ | 84.2% ↗ | -5.2 pt | MAI-Thinking-1 |
| MMLU-Pro | 83.6% ↗ | 85% ↗ | -1.4 pt | MAI-Thinking-1 |
| AIME 2025 | 87% ↗ | 97% ↗ | -10 pt | MAI-Thinking-1 |
| AIME 2026 | 86.7% ↗ | 94.5% ↗ | -7.8 pt | MAI-Thinking-1 |
| MultiChallenge | 61.1% ↗ | 53% ↗ | +8.1 pt | Dola Seed 2.0 Mini |
| SimpleQA Verified | 18.9% ↗ | 31% ↗ | -12.1 pt | MAI-Thinking-1 |
| Only Dola Seed 2.0 Mini reports · 9 | ||||
| ARC-AGI-2 | 2.3% ↗ | not reported | — | — |
| HLE (no tool, text only) | 13.3% ↗ | not reported | — | — |
| IMOAnswerBench (no tool) | 71.6% ↗ | not reported | — | — |
| LiveCodeBench (v6) | 64.1% ↗ | not reported | — | — |
| LongBench v2 (128K) | 52.3% ↗ | not reported | — | — |
| MathVista | 85.5% ↗ | not reported | — | — |
| MMMU | 79.7% ↗ | not reported | — | — |
| MMMU-Pro | 71.4% ↗ | not reported | — | — |
| SuperGPQA | 61.6% ↗ | not reported | — | — |
| Only MAI-Thinking-1 reports · 9 | ||||
| SWE-bench Verified | not reported | 73.5% ↗ | — | — |
| AdvancedIF | not reported | 85% ↗ | — | — |
| BFCL v3 | not reported | 72% ↗ | — | — |
| GraphWalks (<=128K) | not reported | 90% ↗ | — | — |
| HMMT February 2026 | not reported | 84.9% ↗ | — | — |
| IFBench | not reported | 69% ↗ | — | — |
| LiveCodeBench v6 | not reported | 87.7% ↗ | — | — |
| SWE-bench Pro | not reported | 52.8% ↗ | — | — |
| Terminal-Bench 2.0 | not reported | 46% ↗ | — | — |
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 Dola Seed 2.0 Mini minus MAI-Thinking-1 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 | Dola Seed 2.0 Mini | MAI-Thinking-1 | Edge |
|---|---|---|---|
| Context window | 256K tokens | 256K tokens | Tie |
| Max output | 128K tokens | 64K tokens | Dola Seed 2.0 Mini |
| Input price / 1M | $0.1 ↗ | — | — |
| Output price / 1M | $0.4 ↗ | — | — |
| Cached input / 1M | $0.02 ↗ | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $0.5 | — | — |
| Modalities | text · vision · audio · video | text | Dola Seed 2.0 Mini |
| Released | 2026-02-14 | 2026-08-12 | — |
| Cited benchmark scores | 15 | 15 | — |
Reliability
Provider status
Live from /statusMore matchups
Dola Seed 2.0 Mini vs …
Models sharing the most benchmarksMore matchups
MAI-Thinking-1 vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run Dola Seed 2.0 Mini and MAI-Thinking-1 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.