# Trinity-Large-Thinking vs UI-Mate-9B

> Side-by-side benchmark comparison for Trinity-Large-Thinking and UI-Mate-9B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/trinity-large-thinking-vs-ui-mate-9b
- Last updated: September 10, 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 Trinity-Large-Thinking and UI-Mate-9B.

## Summary

- Trinity-Large-Thinking and UI-Mate-9B 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 | Trinity-Large-Thinking | UI-Mate-9B |
|----------|----------|----------|
| Creator | Arcee AI | Tencent |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 512K | 262K |
| Independent public score (not head-to-head) | 43.4 | null |
| Benchmarks Covered | 5 | 1 |
| Pricing (input/output) | $0.25 / $0.90 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Trinity-Large-Thinking public-lane score: 38 (Estimated · #123/152)
- UI-Mate-9B public-lane score: Coming soon

| Benchmark | Trinity-Large-Thinking | UI-Mate-9B | Winner |
|-----------|-----------|-----------|--------|
| Gert Labs | 32.55% | Coming soon | Coming soon |
| OSWorld-Verified | Coming soon | 66.2% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Trinity-Large-Thinking public-lane score: 27.3 (Supported · #143/151)
- UI-Mate-9B public-lane score: Coming soon

| Benchmark | Trinity-Large-Thinking | UI-Mate-9B | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified* | 63.2% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Trinity-Large-Thinking public-lane score: 47.1 (Unranked · 2 rankable rows)
- UI-Mate-9B public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- Trinity-Large-Thinking public-lane score: 42 (Estimated · #124/183)
- UI-Mate-9B public-lane score: Coming soon

| Benchmark | Trinity-Large-Thinking | UI-Mate-9B | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 76.3% | Coming soon | Coming soon |
| MMLU-Pro (Arcee) | 83.4% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Trinity-Large-Thinking public-lane score: 67.8 (#66/123)
- UI-Mate-9B public-lane score: Coming soon

### Mathematics

- Winner: Insufficient shared evidence
- Trinity-Large-Thinking public-lane score: Coming soon
- UI-Mate-9B public-lane score: Coming soon

| Benchmark | Trinity-Large-Thinking | UI-Mate-9B | Winner |
|-----------|-----------|-----------|--------|
| AIME25 (Arcee) | 96.3% | Coming soon | Coming soon |

## FAQ

### Can I compare Trinity-Large-Thinking and UI-Mate-9B 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

- [Trinity-Large-Thinking vs Trinity-Large-Preview](/compare/trinity-large-preview-vs-trinity-large-thinking)
- [UI-Mate-9B vs Trinity-Large-Preview](/compare/trinity-large-preview-vs-ui-mate-9b)
- [Trinity-Large-Thinking vs UI-Mate-27B](/compare/trinity-large-thinking-vs-ui-mate-27b)
- [UI-Mate-9B vs UI-Mate-27B](/compare/ui-mate-27b-vs-ui-mate-9b)

## Explore More

- [Trinity-Large-Thinking profile](/models/trinity-large-thinking)
- [UI-Mate-9B profile](/models/ui-mate-9b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)