Model comparison
DeepSeek V4.1 Flash vs Laguna XS.2
DeepSeek V4.1 Flash has enough public results to be ranked (#40); Laguna XS.2 does not yet, so treat this comparison as directional.
Last verified . 2 shared benchmarks.
DeepSeek
PoolsideSummary
- They share 2 benchmarks with published results for both. DeepSeek V4.1 Flash scores higher in 2 categories and Laguna XS.2 in 0 categories; 2 gaps are clear of the uncertainty.
- The widest gap is in math, where DeepSeek V4.1 Flash leads 48.4 to 20.3.
- The biggest single-benchmark swing is ProofBench: 54% for DeepSeek V4.1 Flash and 0% for Laguna XS.2.
Side by side
| DeepSeek V4.1 Flash | Laguna XS.2 | |
|---|---|---|
| Provider | DeepSeek | Poolside |
| Noometry Index | 50.3 | 32.5 |
| Released | 2026-09-09 | 2026-04-28 |
| Weights | Open | Open |
| Context window | 1M | — |
| Max output | 393K | — |
| Input $ / M tokens | $0.15 | — |
| Output $ / M tokens | $0.60 | — |
| Results tracked | 25 | 2 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding DeepSeek V4.1 Flash leads
DeepSeek V4.1 Flash: 52.8 (#29), Laguna XS.2: 34.1
| Benchmark | DeepSeek V4.1 Flash | Laguna XS.2 |
|---|---|---|
| LMArena WebDev | 1620 | 1302 |
| SciCode | 51.9% | — |
| LMArena Coding | 1511 | — |
| ALE-Bench | 1,092 | — |
Reasoning Not comparable
DeepSeek V4.1 Flash: 46.2 (#39), Laguna XS.2: —
| Benchmark | DeepSeek V4.1 Flash | Laguna XS.2 |
|---|---|---|
| NYT Connections (extended) | 89.6% | — |
| CritPt | 14.3% | — |
| LMArena Hard Prompts | 1485 | — |
| DTBench | 89.9% | — |
| LMCA | 47% | — |
| Surface Evolver Bench | 46.3% | — |
| Epoch Capabilities Index | 155.01 | — |
Math DeepSeek V4.1 Flash leads
DeepSeek V4.1 Flash: 48.4 (#52), Laguna XS.2: 20.3
| Benchmark | DeepSeek V4.1 Flash | Laguna XS.2 |
|---|---|---|
| ProofBench | 54% | 0% |
| LMArena Math | 1493 | — |
Knowledge Not comparable
DeepSeek V4.1 Flash: 41.6 (#97), Laguna XS.2: —
| Benchmark | DeepSeek V4.1 Flash | Laguna XS.2 |
|---|---|---|
| LMArena Expert | 1505 | — |
Multilingual Not comparable
DeepSeek V4.1 Flash: 55.5 (#29), Laguna XS.2: —
| Benchmark | DeepSeek V4.1 Flash | Laguna XS.2 |
|---|---|---|
| LMArena Non-English | 1452 | — |
| LMArena Chinese | 1506 | — |
| LMArena French | 1448 | — |
| LMArena Russian | 1473 | — |
| LMArena Spanish | 1499 | — |
Instruction Following Not comparable
DeepSeek V4.1 Flash: 77.6 (#24), Laguna XS.2: —
| Benchmark | DeepSeek V4.1 Flash | Laguna XS.2 |
|---|---|---|
| LMArena Instruction Following | 1475 | — |
Long Context Not comparable
DeepSeek V4.1 Flash: 45.2 (#46), Laguna XS.2: —
| Benchmark | DeepSeek V4.1 Flash | Laguna XS.2 |
|---|---|---|
| LMArena Longer Query | 1476 | — |
Writing & Preference Not comparable
DeepSeek V4.1 Flash: 65.8 (#43), Laguna XS.2: —
| Benchmark | DeepSeek V4.1 Flash | Laguna XS.2 |
|---|---|---|
| LMArena Text | 1465 | — |
| LMArena Creative Writing | 1436 | — |
| EQ-Bench Creative Writing | 1540 | — |
| LMArena Multi-Turn | 1460 | — |
Frequently asked questions
Is DeepSeek V4.1 Flash better than Laguna XS.2?
DeepSeek V4.1 Flash has enough public results to be ranked (#40); Laguna XS.2 does not yet, so treat this comparison as directional.
Is DeepSeek V4.1 Flash or Laguna XS.2 better for coding?
DeepSeek V4.1 Flash scores higher on coding benchmarks: 52.8 versus 34.1 in the Noometry coding category.
How many benchmarks do DeepSeek V4.1 Flash and Laguna XS.2 share?
2 benchmarks have published results for both models. DeepSeek V4.1 Flash has 25 scored results on Noometry and Laguna XS.2 has 2.