# MAI-Thinking-1 vs Seed-2.0-Mini

> Side-by-side benchmark comparison for MAI-Thinking-1 and Seed-2.0-Mini across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/mai-thinking-1-vs-seed-2-0-mini
- Last updated: September 8, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for MAI-Thinking-1 and Seed-2.0-Mini.

## Summary

- MAI-Thinking-1 and Seed-2.0-Mini do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | MAI-Thinking-1 | Seed-2.0-Mini |
|----------|----------|----------|
| Creator | Microsoft | ByteDance |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 256K | 256K |
| Independent public score (not head-to-head) | 52.11 | 43.06 |
| Benchmarks Covered | 14 | 0 |
| Pricing (input/output) | N/A | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- MAI-Thinking-1 public-lane score: 50.7 (Estimated · #49/152)
- Seed-2.0-Mini public-lane score: Coming soon

| Benchmark | MAI-Thinking-1 | Seed-2.0-Mini | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 46% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- MAI-Thinking-1 public-lane score: 50.8 (Estimated · #56/151)
- Seed-2.0-Mini public-lane score: Coming soon

| Benchmark | MAI-Thinking-1 | Seed-2.0-Mini | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | 87.7% | Coming soon | Coming soon |
| SWE-bench Verified | 73.5% | Coming soon | Coming soon |
| SWE-bench Pro | 52.8% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | 46.0% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- MAI-Thinking-1 public-lane score: Coming soon
- Seed-2.0-Mini public-lane score: Coming soon

| Benchmark | MAI-Thinking-1 | Seed-2.0-Mini | Winner |
|-----------|-----------|-----------|--------|
| Graphwalks BFS 128K | 90% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- MAI-Thinking-1 public-lane score: 52.6 (Estimated · #66/182)
- Seed-2.0-Mini public-lane score: Coming soon

| Benchmark | MAI-Thinking-1 | Seed-2.0-Mini | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 84.2% | Coming soon | Coming soon |
| GPQA-D | 84.2% | Coming soon | Coming soon |
| MMLU-Pro | 85% | Coming soon | Coming soon |
| SimpleQA | 31% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- MAI-Thinking-1 public-lane score: 94.7 (#1/121)
- Seed-2.0-Mini public-lane score: Coming soon

| Benchmark | MAI-Thinking-1 | Seed-2.0-Mini | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 85% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- MAI-Thinking-1 public-lane score: 73.4 (Unranked · 3 rankable rows)
- Seed-2.0-Mini public-lane score: Coming soon

| Benchmark | MAI-Thinking-1 | Seed-2.0-Mini | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 97% | Coming soon | Coming soon |
| AIME26 | 94.5% | Coming soon | Coming soon |
| HMMT Feb 2026 | 84.9% | Coming soon | Coming soon |

## FAQ

### Can I compare MAI-Thinking-1 and Seed-2.0-Mini on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [MAI-Thinking-1 vs Seed-2.0-Lite](/compare/mai-thinking-1-vs-seed-2-0-lite)
- [Seed-2.0-Mini vs Seed-2.0-Lite](/compare/seed-2-0-lite-vs-seed-2-0-mini)
- [MAI-Thinking-1 vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-mai-thinking-1)
- [Seed-2.0-Mini vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-seed-2-0-mini)

## Explore More

- [MAI-Thinking-1 profile](/models/mai-thinking-1)
- [Seed-2.0-Mini profile](/models/seed-2-0-mini)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)