Compare / head-to-head
Dola Seed 2.0 ProvsLongCat 2.0
LongCat 2.0 leads 3 of 4 shared benchmarks. LongCat 2.0 has the larger context window (1M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
1 – 3
LongCat 2.0 leads
Cheaper per token
—
list price, input + output
Larger context
LongCat 2.0
1M tokens
Provider uptime (30d)
— · —
ByteDance Seed · Meituan LongCat
Dola Seed 2.0 Pro
ByteDance Seed · released 2026-02-16
textvisionvideo
LongCat 2.0
Meituan LongCat · released 2026-06-30
text
- Context
- 1M
- Max out
- —
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 10 · 4 core
Quality
Benchmark matrix
4 shared · 10 only Dola Seed 2.0 Pro · 6 only LongCat 2.0| Benchmark | Dola Seed 2.0 Pro | LongCat 2.0 | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 4 | ||||
| GPQA Diamond | 92.4% ↗ | 88.9% ↗ | +3.5 pt | Dola Seed 2.0 Pro |
| BrowseComp | 77.3% ↗ | 79.9% ↗ | -2.6 pt | LongCat 2.0 |
| SWE-bench Multilingual | 71.7% ↗ | 77.3% ↗ | -5.6 pt | LongCat 2.0 |
| SWE-bench Pro | 46.9% ↗ | 59.5% ↗ | -12.6 pt | LongCat 2.0 |
| Only Dola Seed 2.0 Pro reports · 10 | ||||
| SWE-bench Verified | 76.5% ↗ | not reported | — | — |
| MMLU-Pro | 90.1% ↗ | not reported | — | — |
| AIME 2025 | 99% ↗ | not reported | — | — |
| Humanity's Last Exam (no tools) | 33.3% ↗ | not reported | — | — |
| LMArena Elo | 1447.6 ↗ | not reported | — | — |
| BFCL v4 | 73.4% ↗ | not reported | — | — |
| DeepResearchBench | 53.3% ↗ | not reported | — | — |
| HLE-Verified | 73.6% ↗ | not reported | — | — |
| SciCode | 48.5% ↗ | not reported | — | — |
| Terminal-Bench 2.0 | 55.8% ↗ | not reported | — | — |
| Only LongCat 2.0 reports · 6 | ||||
| FORTE | not reported | 73.2% ↗ | — | — |
| IFEval | not reported | 90% ↗ | — | — |
| IMO-AnswerBench | not reported | 81.8% ↗ | — | — |
| RWSearch | not reported | 78.8% ↗ | — | — |
| Terminal-Bench 2.1 | not reported | 70.8% ↗ | — | — |
| Writing Bench | not reported | 83.8% ↗ | — | — |
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 Dola Seed 2.0 Pro minus LongCat 2.0 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 | Dola Seed 2.0 Pro | LongCat 2.0 | Edge |
|---|---|---|---|
| Context window | 256K tokens | 1M tokens | LongCat 2.0 |
| Max output | — | — | — |
| 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 · vision · video | text | Dola Seed 2.0 Pro |
| Released | 2026-02-16 | 2026-06-30 | — |
| Cited benchmark scores | 14 | 10 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
Dola Seed 2.0 Pro vs …
Models sharing the most benchmarksMore matchups
LongCat 2.0 vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run Dola Seed 2.0 Pro and LongCat 2.0 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.