# Claude 4.1 Opus vs Cosmos3-Edge

> Side-by-side benchmark comparison for Claude 4.1 Opus and Cosmos3-Edge across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/claude-4-1-opus-vs-cosmos3-edge
- Last updated: September 4, 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 Claude 4.1 Opus and Cosmos3-Edge.

## Summary

- Claude 4.1 Opus and Cosmos3-Edge 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 | Claude 4.1 Opus | Cosmos3-Edge |
|----------|----------|----------|
| Creator | Anthropic | NVIDIA |
| Type | Proprietary | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 200K | 256K |
| Independent public score (not head-to-head) | 44.39 | null |
| Benchmarks Covered | 2 | 0 |
| Pricing (input/output) | $15.00 / $75.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Claude 4.1 Opus public-lane score: 45.1 (Estimated · #95/151)
- Cosmos3-Edge public-lane score: Coming soon

| Benchmark | Claude 4.1 Opus | Cosmos3-Edge | Winner |
|-----------|-----------|-----------|--------|
| JobBench | 21.9% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Claude 4.1 Opus public-lane score: 45.1 (Estimated · #111/183)
- Cosmos3-Edge public-lane score: Coming soon

| Benchmark | Claude 4.1 Opus | Cosmos3-Edge | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 74.5% | Coming soon | Coming soon |

## FAQ

### Can I compare Claude 4.1 Opus and Cosmos3-Edge 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

- [Claude 4.1 Opus vs Claude 4.1 Opus Thinking](/compare/claude-4-1-opus-vs-claude-4-1-opus-thinking)
- [Cosmos3-Edge vs Claude 4.1 Opus Thinking](/compare/claude-4-1-opus-thinking-vs-cosmos3-edge)
- [Claude 4.1 Opus vs Claude Fable 5.1](/compare/claude-4-1-opus-vs-claude-fable-5-1)
- [Cosmos3-Edge vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-cosmos3-edge)

## Explore More

- [Claude 4.1 Opus profile](/models/claude-4-1-opus)
- [Cosmos3-Edge profile](/models/cosmos3-edge)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)