# Laguna M.1 vs Pareto 26.9

> Side-by-side benchmark comparison for Laguna M.1 and Pareto 26.9 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/laguna-m-1-vs-pareto-26-9
- Last updated: September 18, 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 Laguna M.1 and Pareto 26.9.

## Summary

- Laguna M.1 and Pareto 26.9 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 | Laguna M.1 | Pareto 26.9 |
|----------|----------|----------|
| Creator | Poolside | Unbiased |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | N/A |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 10 | 4 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $2.50 / $7.50 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Laguna M.1 public-lane score: 43.8 (Estimated · #97/154)
- Pareto 26.9 public-lane score: Coming soon

| Benchmark | Laguna M.1 | Pareto 26.9 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 45.8% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 34.1% | Coming soon | Coming soon |
| Terminal-Bench 4.0 | Coming soon | 51.00% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Laguna M.1 public-lane score: 35.2 (Supported · #132/154)
- Pareto 26.9 public-lane score: Coming soon

| Benchmark | Laguna M.1 | Pareto 26.9 | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 74.6% | Coming soon | Coming soon |
| SWE Multilingual | 63.1% | Coming soon | Coming soon |
| SWE-bench Pro | 49.2% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | 45.8% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 68.1% | Coming soon | Coming soon |
| SWE-bench (Vals) | 57.6% | Coming soon | Coming soon |
| DeepSWE | Coming soon | 74.0% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Laguna M.1 public-lane score: Coming soon
- Pareto 26.9 public-lane score: Coming soon

| Benchmark | Laguna M.1 | Pareto 26.9 | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | Coming soon | 78% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Laguna M.1 public-lane score: 34.8 (Estimated · #162/184)
- Pareto 26.9 public-lane score: Coming soon

| Benchmark | Laguna M.1 | Pareto 26.9 | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | 27.0% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 68.8% | Coming soon | Coming soon |
| HLE w/o tools | Coming soon | 49% | Coming soon |

## FAQ

### Can I compare Laguna M.1 and Pareto 26.9 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

- [Laguna M.1 vs Laguna S 2.1](/compare/laguna-m-1-vs-laguna-s-2-1)
- [Pareto 26.9 vs Laguna S 2.1](/compare/laguna-s-2-1-vs-pareto-26-9)
- [Laguna M.1 vs Laguna XS.2](/compare/laguna-m-1-vs-laguna-xs-2)
- [Pareto 26.9 vs Laguna XS.2](/compare/laguna-xs-2-vs-pareto-26-9)

## Explore More

- [Laguna M.1 profile](/models/laguna-m-1)
- [Pareto 26.9 profile](/models/pareto-26-9)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)