# Canary 180M Flash vs DeepSeek V3.1 (Reasoning)

> Side-by-side benchmark comparison for Canary 180M Flash and DeepSeek V3.1 (Reasoning) across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/canary-180m-flash-vs-deepseek-v3-1-reasoning
- Last updated: September 30, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.7

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Canary 180M Flash and DeepSeek V3.1 (Reasoning).

## Summary

- Canary 180M Flash and DeepSeek V3.1 (Reasoning) 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 | Canary 180M Flash | DeepSeek V3.1 (Reasoning) |
|----------|----------|----------|
| Creator | NVIDIA | DeepSeek |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | N/A | 128K |
| Independent public score (not head-to-head) | null | 38.38 |
| Benchmarks Covered | 0 | 0 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.00 / $0.00 |

## Category Breakdown

### Reasoning

- Winner: Insufficient shared evidence
- Canary 180M Flash public-lane score: Coming soon
- DeepSeek V3.1 (Reasoning) public-lane score: 61.2 (Unranked · 2 rankable rows)

### Knowledge

- Winner: Insufficient shared evidence
- Canary 180M Flash public-lane score: Coming soon
- DeepSeek V3.1 (Reasoning) public-lane score: 38.6 (Estimated · #104/169)

### Instruction Following

- Winner: Insufficient shared evidence
- Canary 180M Flash public-lane score: Coming soon
- DeepSeek V3.1 (Reasoning) public-lane score: 47 (#84/124)

## FAQ

### Can I compare Canary 180M Flash and DeepSeek V3.1 (Reasoning) 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

- [Canary 180M Flash vs DeepSeek V3.1](/compare/canary-180m-flash-vs-deepseek-v3-1)
- [DeepSeek V3.1 (Reasoning) vs DeepSeek V3.1](/compare/deepseek-v3-1-vs-deepseek-v3-1-reasoning)
- [Canary 180M Flash vs GPT-6 Astra](/compare/canary-180m-flash-vs-gpt-6-astra)
- [DeepSeek V3.1 (Reasoning) vs GPT-6 Astra](/compare/deepseek-v3-1-reasoning-vs-gpt-6-astra)

## Explore More

- [Canary 180M Flash profile](/models/canary-180m-flash)
- [DeepSeek V3.1 (Reasoning) profile](/models/deepseek-v3-1-reasoning)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)