Laguna M.1 vs DeepSeek V3.1
Detailed technical comparison between Laguna M.1 (Poolside) and DeepSeek V3.1 (DeepSeek). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.
Comparison Snapshot
Laguna M.1
262,144 tokensTie
Equal CapabilityTie
Equal SpeedLaguna M.1
$0.20 / MTokLaguna M.1
Laguna M.1 is the flagship coding agent model from [Poolside](https://poolside.ai/), optimized for complex software engineering tasks. Designed for agentic coding workflows, it supports tool calling and reasoning, with a 256K...
DeepSeek V3.1
DeepSeek-V3.1 is a large hybrid reasoning model (671B parameters, 37B active) that supports both thinking and non-thinking modes via prompt templates. It extends the DeepSeek-V3 base with a two-phase long-context...
Technical Specifications
🏆 = Superior Spec| Specification | Laguna M.1 | DeepSeek V3.1 |
|---|---|---|
| Provider | Poolside | DeepSeek |
| Context Window | 262,144 tokens🏆 | 163,840 tokens |
| Agent Suitability | Not yet benchmarked | Not yet benchmarked |
| Time to First Token (TTFT) | No public TTFT data | No public TTFT data |
| Deployment Model | managed api | self hostable |
| Production Stability | Stable GA (est.) | Stable GA (est.) |
| API Available | Yes | Yes |
| Released Date | 2026-04-28 | 2025-08-21 |
API Pricing Comparison
Input Price per Million Tokens
Laguna M.1
$0.20
DeepSeek V3.1
$0.25
Output Price per Million Tokens
Laguna M.1
$0.40
DeepSeek V3.1
$0.95
💡 Cost Ratio: Laguna M.1 is 1.3x cheaper per input token than DeepSeek V3.1.
Want to test both models live?
Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.
Benchmark Performance Metrics
Standardized Scores (0–100%)Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.
Laguna M.1 Quirks & Gotchas
No developer gotchas reported.
DeepSeek V3.1 Quirks & Gotchas
No developer gotchas reported.
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