# BTL-4 Compact vs Claude Opus 4.7

> Side-by-side benchmark comparison for BTL-4 Compact and Claude Opus 4.7 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/btl-4-compact-vs-claude-opus-4-7
- 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 BTL-4 Compact and Claude Opus 4.7.

## Summary

- BTL-4 Compact and Claude Opus 4.7 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 | BTL-4 Compact | Claude Opus 4.7 |
|----------|----------|----------|
| Creator | Bad Theory Labs | Anthropic |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 262K | 1M |
| Independent public score (not head-to-head) | null | 70.29 |
| Benchmarks Covered | 0 | 13 |
| Pricing (input/output) | $0.00 / $0.00 | $5.00 / $25.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- BTL-4 Compact public-lane score: Coming soon
- Claude Opus 4.7 public-lane score: 55.8 (Supported · #36/152)

| Benchmark | BTL-4 Compact | Claude Opus 4.7 | Winner |
|-----------|-----------|-----------|--------|
| Gert Labs | Coming soon | 65.59% | Coming soon |
| ResearchClawBench | Coming soon | 20.7% | Coming soon |
| OSWorld 2.0 | Coming soon | 13.9% | Coming soon |
| Terminal-Bench 2.1 (Vals) | Coming soon | 68.5% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- BTL-4 Compact public-lane score: Coming soon
- Claude Opus 4.7 public-lane score: 62.7 (Supported · #14/151)

| Benchmark | BTL-4 Compact | Claude Opus 4.7 | Winner |
|-----------|-----------|-----------|--------|
| Vibe Code Bench | Coming soon | 71.00% | Coming soon |
| React Native Evals | Coming soon | 82.8% | Coming soon |
| FrontierCode 1.1 Main | Coming soon | 38.5% | Coming soon |
| LiveCodeBench (Vals) | Coming soon | 85.1% | Coming soon |
| SWE-bench (Vals) | Coming soon | 82.0% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- BTL-4 Compact public-lane score: Coming soon
- Claude Opus 4.7 public-lane score: 64.6 (Estimated · #26/183)

| Benchmark | BTL-4 Compact | Claude Opus 4.7 | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | Coming soon | 90.2% | Coming soon |
| MMLU-Pro (Vals) | Coming soon | 89.9% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- BTL-4 Compact public-lane score: Coming soon
- Claude Opus 4.7 public-lane score: 60.8 (Unranked · 2 rankable rows)

| Benchmark | BTL-4 Compact | Claude Opus 4.7 | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | Coming soon | 43.793% | Coming soon |
| FrontierMath v2 (Tier 4) | Coming soon | 22.917% | Coming soon |

## FAQ

### Can I compare BTL-4 Compact and Claude Opus 4.7 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

- [BTL-4 Compact vs BTL-4](/compare/btl-4-vs-btl-4-compact)
- [Claude Opus 4.7 vs BTL-4](/compare/btl-4-vs-claude-opus-4-7)
- [BTL-4 Compact vs BTL-3](/compare/btl-3-vs-btl-4-compact)
- [Claude Opus 4.7 vs BTL-3](/compare/btl-3-vs-claude-opus-4-7)

## Explore More

- [BTL-4 Compact profile](/models/btl-4-compact)
- [Claude Opus 4.7 profile](/models/claude-opus-4-7)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)