# Trinity-Large-Preview vs Trinity-Large-Thinking

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

- Canonical page: https://benchlm.ai/compare/trinity-large-preview-vs-trinity-large-thinking
- Last updated: September 4, 2026

- Shared sourced benchmarks: 3
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Evidence is too thin for a benchmark verdict: Trinity-Large-Preview and Trinity-Large-Thinking share only 3 sourced benchmark rows.

## Summary

- Only 3 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Trinity-Large-Thinking has the lower published output-token price.

## Model Snapshot

| Property | Trinity-Large-Preview | Trinity-Large-Thinking |
|----------|----------|----------|
| Creator | Arcee AI | Arcee AI |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 512K | 512K |
| Independent public score (not head-to-head) | 55.39 | 47.12 |
| Benchmarks Covered | 4 | 5 |
| Pricing (input/output) | $0.25 / $1.00 | $0.25 / $0.90 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Trinity-Large-Preview public-lane score: Coming soon
- Trinity-Large-Thinking public-lane score: 41.3 (Estimated · #117/151)

| Benchmark | Trinity-Large-Preview | Trinity-Large-Thinking | Winner |
|-----------|-----------|-----------|--------|
| Gert Labs | Coming soon | 32.55% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Trinity-Large-Preview public-lane score: Coming soon
- Trinity-Large-Thinking public-lane score: 28.1 (Supported · #172/183)

| Benchmark | Trinity-Large-Preview | Trinity-Large-Thinking | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified* | Coming soon | 63.2% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Trinity-Large-Preview public-lane score: Coming soon
- Trinity-Large-Thinking public-lane score: 48.6 (Unranked · 2 rankable rows)

### Knowledge

- Winner: Insufficient shared evidence
- Trinity-Large-Preview public-lane score: Coming soon
- Trinity-Large-Thinking public-lane score: 44.1 (Estimated · #121/181)

| Benchmark | Trinity-Large-Preview | Trinity-Large-Thinking | Winner |
|-----------|-----------|-----------|--------|
| MMLU | 87.2% | Coming soon | Coming soon |
| MMLU-Pro (Arcee) | 75.2% | 83.4% | Trinity-Large-Thinking |
| GPQA-D | 63.3% | 76.3% | Trinity-Large-Thinking |

### Instruction Following

- Winner: Insufficient shared evidence
- Trinity-Large-Preview public-lane score: Coming soon
- Trinity-Large-Thinking public-lane score: 67.5 (#64/120)

### Mathematics

- Winner: Insufficient shared evidence
- Trinity-Large-Preview public-lane score: Coming soon
- Trinity-Large-Thinking public-lane score: Coming soon

| Benchmark | Trinity-Large-Preview | Trinity-Large-Thinking | Winner |
|-----------|-----------|-----------|--------|
| AIME25 (Arcee) | 24.0% | 96.3% | Trinity-Large-Thinking |

## FAQ

### Is there enough evidence to pick between Trinity-Large-Preview and Trinity-Large-Thinking?

Not yet. The models share only 3 sourced benchmark rows, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Trinity-Large-Preview vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-trinity-large-preview)
- [Trinity-Large-Thinking vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-trinity-large-thinking)
- [Trinity-Large-Preview vs GPT-6 Astra](/compare/gpt-6-astra-vs-trinity-large-preview)
- [Trinity-Large-Thinking vs GPT-6 Astra](/compare/gpt-6-astra-vs-trinity-large-thinking)

## Explore More

- [Trinity-Large-Preview profile](/models/trinity-large-preview)
- [Trinity-Large-Thinking profile](/models/trinity-large-thinking)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)