# BTL-3 vs o1-mini

> Side-by-side benchmark comparison for BTL-3 and o1-mini across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/btl-3-vs-o1-mini
- Last updated: October 14, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: BTL-3 and o1-mini share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- BTL-3 has the lower published output-token price.
- BTL-3 has the larger published context window at 262K.

## Model Snapshot

| Property | BTL-3 | o1-mini |
|----------|----------|----------|
| Creator | Bad Theory Labs | OpenAI |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 128K |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 3 | 7 |
| Pricing (input/output) | $0.00 / $0.00 | $1.10 / $4.40 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- BTL-3 public-lane score: Coming soon
- o1-mini public-lane score: Coming soon

| Benchmark | BTL-3 | o1-mini | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | 88.5% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- BTL-3 public-lane score: Coming soon
- o1-mini public-lane score: Coming soon

| Benchmark | BTL-3 | o1-mini | Winner |
|-----------|-----------|-----------|--------|
| HumanEval | 95.1% | 92.4% | BTL-3 |
| LiveCodeBench v6 | 88.1% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- BTL-3 public-lane score: Coming soon
- o1-mini public-lane score: Coming soon

| Benchmark | BTL-3 | o1-mini | Winner |
|-----------|-----------|-----------|--------|
| DROP | Coming soon | 83.9% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- BTL-3 public-lane score: Coming soon
- o1-mini public-lane score: Coming soon

| Benchmark | BTL-3 | o1-mini | Winner |
|-----------|-----------|-----------|--------|
| MMLU | Coming soon | 85.2% | Coming soon |
| GPQA | Coming soon | 60% | Coming soon |
| SimpleQA | Coming soon | 7.6% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- BTL-3 public-lane score: Coming soon
- o1-mini public-lane score: Coming soon

| Benchmark | BTL-3 | o1-mini | Winner |
|-----------|-----------|-----------|--------|
| MGSM | Coming soon | 89.9% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- BTL-3 public-lane score: Coming soon
- o1-mini public-lane score: Coming soon

| Benchmark | BTL-3 | o1-mini | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | Coming soon | 90% | Coming soon |

## FAQ

### Is there enough evidence to pick between BTL-3 and o1-mini?

Not yet. The models share only 1 sourced benchmark row, 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

- [BTL-3 vs BTL-4](/compare/btl-3-vs-btl-4)
- [o1-mini vs BTL-4](/compare/btl-4-vs-o1-mini)
- [BTL-3 vs BTL-4 Compact](/compare/btl-3-vs-btl-4-compact)
- [o1-mini vs BTL-4 Compact](/compare/btl-4-compact-vs-o1-mini)

## Explore More

- [BTL-3 profile](/models/btl-3)
- [o1-mini profile](/models/o1-mini)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)