Compare / head-to-head
DeepSeek V3.2vsDola Seed 2.0 Pro
Dola Seed 2.0 Pro leads 6 of 6 shared benchmarks. Dola Seed 2.0 Pro has the larger context window (256K tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
0 – 6
Dola Seed 2.0 Pro leads
Cheaper per token
—
list price, input + output
Larger context
Dola Seed 2.0 Pro
256K tokens
Provider uptime (30d)
100% · —
DeepSeek · ByteDance Seed
DeepSeek V3.2
DeepSeek · released 2025-12-01
text
- Context
- 131K
- Max out
- 66K
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 8 · 7 core
Dola Seed 2.0 Pro
ByteDance Seed · released 2026-02-16
textvisionvideo
Quality
Benchmark matrix
6 shared · 1 only DeepSeek V3.2 · 8 only Dola Seed 2.0 Pro| Benchmark | DeepSeek V3.2 | Dola Seed 2.0 Pro | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 6 | ||||
| SWE-bench Verified | 73.1% ↗ | 76.5% ↗ | -3.4 pt | Dola Seed 2.0 Pro |
| GPQA Diamond | 82.4% ↗ | 92.4% ↗ | -10 pt | Dola Seed 2.0 Pro |
| MMLU-Pro | 85% ↗ | 90.1% ↗ | -5.1 pt | Dola Seed 2.0 Pro |
| AIME 2025 | 93.1% ↗ | 99% ↗ | -5.9 pt | Dola Seed 2.0 Pro |
| Humanity's Last Exam (no tools) | 25.1% ↗ | 33.3% ↗ | -8.2 pt | Dola Seed 2.0 Pro |
| LMArena Elo | 1424.8 ↗ | 1447.6 ↗ | -22.8 | Dola Seed 2.0 Pro |
| Only DeepSeek V3.2 reports · 1 | ||||
| AIME 2026 | 94.2% ↗matharena | not reported | — | — |
| Only Dola Seed 2.0 Pro reports · 8 | ||||
| BFCL v4 | not reported | 73.4% ↗ | — | — |
| BrowseComp | not reported | 77.3% ↗ | — | — |
| DeepResearchBench | not reported | 53.3% ↗ | — | — |
| HLE-Verified | not reported | 73.6% ↗ | — | — |
| SciCode | not reported | 48.5% ↗ | — | — |
| SWE-bench Multilingual | not reported | 71.7% ↗ | — | — |
| SWE-bench Pro | not reported | 46.9% ↗ | — | — |
| Terminal-Bench 2.0 | not reported | 55.8% ↗ | — | — |
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is DeepSeek V3.2 minus Dola Seed 2.0 Pro in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing
Side by side
Official pricing pages and model cards| Spec | DeepSeek V3.2 | Dola Seed 2.0 Pro | Edge |
|---|---|---|---|
| Context window | 131K tokens | 256K tokens | Dola Seed 2.0 Pro |
| Max output | 66K tokens | — | — |
| Input price / 1M | — | $0.5 ↗ | — |
| Output price / 1M | — | $3 ↗ | — |
| Cached input / 1M | — | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | — | $3.5 | — |
| Modalities | text | text · vision · video | Dola Seed 2.0 Pro |
| Released | 2025-12-01 | 2026-02-16 | — |
| Cited benchmark scores | 8 | 14 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
DeepSeek V3.2 vs …
Models sharing the most benchmarksMore matchups
Dola Seed 2.0 Pro vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run DeepSeek V3.2 and Dola Seed 2.0 Pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.