# Apodex 1.1 vs 1-bit Bonsai 27B

> Side-by-side benchmark comparison for Apodex 1.1 and 1-bit Bonsai 27B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/apodex-1-1-vs-bonsai-27b
- 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 Apodex 1.1 and 1-bit Bonsai 27B.

## Summary

- Apodex 1.1 and 1-bit Bonsai 27B 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 | Apodex 1.1 | 1-bit Bonsai 27B |
|----------|----------|----------|
| Creator | Apodex | Prism ML |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | N/A | 262K |
| Independent public score (not head-to-head) | 51.55 | null |
| Benchmarks Covered | 10 | 0 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Apodex 1.1 public-lane score: 53.3 (Estimated · #38/152)
- 1-bit Bonsai 27B public-lane score: Coming soon

| Benchmark | Apodex 1.1 | 1-bit Bonsai 27B | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 70.8% | Coming soon | Coming soon |
| HLE w/ tools | 56.1% | Coming soon | Coming soon |
| APEX-Agents | 38.5% | Coming soon | Coming soon |
| DeepSearchQA | 92.4% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Apodex 1.1 public-lane score: 52.3 (Estimated · #47/151)
- 1-bit Bonsai 27B public-lane score: Coming soon

| Benchmark | Apodex 1.1 | 1-bit Bonsai 27B | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 70.8% | Coming soon | Coming soon |
| SWE-bench Verified | 77.7% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Apodex 1.1 public-lane score: 76.6 (Unranked · 1 rankable row)
- 1-bit Bonsai 27B public-lane score: Coming soon

### Reasoning

- Winner: Insufficient shared evidence
- Apodex 1.1 public-lane score: 75.5 (Unranked · 2 rankable rows)
- 1-bit Bonsai 27B public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- Apodex 1.1 public-lane score: 54.6 (Supported · #55/183)
- 1-bit Bonsai 27B public-lane score: Coming soon

| Benchmark | Apodex 1.1 | 1-bit Bonsai 27B | Winner |
|-----------|-----------|-----------|--------|
| HLE | 56.1% | Coming soon | Coming soon |
| FrontierScience Research | 63.3% | Coming soon | Coming soon |
| BioMysteryBench (human-difficult) | 35.3% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Apodex 1.1 public-lane score: Coming soon
- 1-bit Bonsai 27B public-lane score: Coming soon

| Benchmark | Apodex 1.1 | 1-bit Bonsai 27B | Winner |
|-----------|-----------|-----------|--------|
| IMO 2026 | 31/42 | Coming soon | Coming soon |

## FAQ

### Can I compare Apodex 1.1 and 1-bit Bonsai 27B 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

- [Apodex 1.1 vs Apodex 1.1 Mini](/compare/apodex-1-1-vs-apodex-1-1-mini)
- [1-bit Bonsai 27B vs Apodex 1.1 Mini](/compare/apodex-1-1-mini-vs-bonsai-27b)
- [Apodex 1.1 vs 1-bit Bonsai 1.7B](/compare/apodex-1-1-vs-bonsai-1-7b)
- [1-bit Bonsai 27B vs 1-bit Bonsai 1.7B](/compare/bonsai-1-7b-vs-bonsai-27b)

## Explore More

- [Apodex 1.1 profile](/models/apodex-1-1)
- [1-bit Bonsai 27B profile](/models/bonsai-27b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)