Compare / head-to-head
Dola Seed 2.1 TurbovsSeed2.1 Pro
Seed2.1 Pro leads 24 of 26 shared benchmarks.
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
2 – 24
Seed2.1 Pro leads
Cheaper per token
—
list price, input + output
Larger context
—
both 256K tokens
Provider uptime (30d)
—
ByteDance Seed
Dola Seed 2.1 Turbo
ByteDance Seed · released 2026-07-13
textvisionvideo
Seed2.1 Pro
ByteDance Seed · released 2026-07-13
textvisionvideo
- Context
- —
- Max out
- —
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 26 · 2 core
Quality
Benchmark matrix
26 shared · 0 only Dola Seed 2.1 Turbo · 0 only Seed2.1 Pro| Benchmark | Dola Seed 2.1 Turbo | Seed2.1 Pro | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 26 | ||||
| Agent Startup Bench | 54% ↗ | 68.8% ↗ | -14.8 pt | Seed2.1 Pro |
| BabyVision | 62.9% ↗ | 73.7% ↗ | -10.8 pt | Seed2.1 Pro |
| BeyondAIME | 88% ↗ | 87% ↗ | +1 pt | Dola Seed 2.1 Turbo |
| CharXiv-RQ | 82.5% ↗ | 85.4% ↗ | -2.9 pt | Seed2.1 Pro |
| CharXiv-RQ (with tools) | 83.6% ↗ | 86.4% ↗ | -2.8 pt | Seed2.1 Pro |
| ERQA | 71.3% ↗ | 72% ↗ | -0.7 pt | Seed2.1 Pro |
| KINA | 46.6% ↗ | 48.3% ↗ | -1.7 pt | Seed2.1 Pro |
| MathVision | 90.1% ↗ | 92.6% ↗ | -2.5 pt | Seed2.1 Pro |
| MathVision (with tools) | 92.7% ↗ | 94.5% ↗ | -1.8 pt | Seed2.1 Pro |
| Minerva Video Reasoning | 65.9% ↗ | 70.7% ↗ | -4.8 pt | Seed2.1 Pro |
| MMLongBench 128K | 76.9% ↗ | 78.3% ↗ | -1.4 pt | Seed2.1 Pro |
| MMMU-Pro | 80.1% ↗ | 81.6% ↗ | -1.5 pt | Seed2.1 Pro |
| MMMU-Pro (with tools) | 82.2% ↗ | 82.7% ↗ | -0.5 pt | Seed2.1 Pro |
| NL2Repo-Bench | 43.7% ↗ | 47% ↗ | -3.3 pt | Seed2.1 Pro |
| OVOBench | 79.2% ↗ | 80.7% ↗ | -1.5 pt | Seed2.1 Pro |
| SuperGPQA | 67.4% ↗ | 70.8% ↗ | -3.4 pt | Seed2.1 Pro |
| SWE-Atlas | 30.6% ↗ | 35.2% ↗ | -4.6 pt | Seed2.1 Pro |
| Terminal-Bench 2.1 | 67.6% ↗ | 71% ↗ | -3.4 pt | Seed2.1 Pro |
| TOMATO | 56.8% ↗ | 79.5% ↗ | -22.7 pt | Seed2.1 Pro |
| VideoMME | 89% ↗ | 89.2% ↗ | -0.2 pt | Seed2.1 Pro |
| VideoSimpleQA | 71.4% ↗ | 76.4% ↗ | -5 pt | Seed2.1 Pro |
| Workspace Bench | 54.7% ↗ | 53% ↗ | +1.7 pt | Dola Seed 2.1 Turbo |
| WorldVQA | 48.6% ↗ | 53% ↗ | -4.4 pt | Seed2.1 Pro |
| xDailyBench | 56.4% ↗ | 61% ↗ | -4.6 pt | Seed2.1 Pro |
| ZEROBench | 11% ↗ | 18% ↗ | -7 pt | Seed2.1 Pro |
| ZEROBench (with tools) | 20% ↗ | 22% ↗ | -2 pt | Seed2.1 Pro |
| Only Dola Seed 2.1 Turbo reports · 0 | ||||
| Dola Seed 2.1 Turbo reports nothing Seed2.1 Pro does not. | ||||
| Only Seed2.1 Pro reports · 0 | ||||
| Seed2.1 Pro reports nothing Dola Seed 2.1 Turbo does not. | ||||
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 2.1 Turbo minus Seed2.1 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 | Dola Seed 2.1 Turbo | Seed2.1 Pro | Edge |
|---|---|---|---|
| Context window | 256K tokens | — | — |
| Max output | — | — | — |
| Input price / 1M | $0.5 ↗ | — | — |
| Output price / 1M | $2.5 ↗ | — | — |
| Cached input / 1M | $0.1 ↗ | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $3 | — | — |
| Modalities | text · vision · video | text · vision · video | Tie |
| Released | 2026-07-13 | 2026-07-13 | — |
| Cited benchmark scores | 26 | 26 | — |
Reliability
ByteDance Seed status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
Dola Seed 2.1 Turbo vs …
Models sharing the most benchmarksMore matchups
Seed2.1 Pro vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run Dola Seed 2.1 Turbo and Seed2.1 Pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.