Compare / head-to-head
Claude Sonnet 4.6vsDola Seed 2.1 Turbo
Dola Seed 2.1 Turbo leads 1 of 1 shared benchmark. Dola Seed 2.1 Turbo is 6x cheaper per token. Claude Sonnet 4.6 has the larger context window (1M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
0 – 1
Dola Seed 2.1 Turbo leads
Cheaper per token
Dola Seed 2.1 Turbo
6x cheaper, input + output
Larger context
Claude Sonnet 4.6
1M tokens
Provider uptime (30d)
100% · —
Anthropic · ByteDance Seed
Claude Sonnet 4.6
Anthropic · released 2026-02-17
textvision
Dola Seed 2.1 Turbo
ByteDance Seed · released 2026-07-13
textvisionvideo
Quality
Benchmark matrix
1 shared · 17 only Claude Sonnet 4.6 · 25 only Dola Seed 2.1 Turbo| Benchmark | Claude Sonnet 4.6 | Dola Seed 2.1 Turbo | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 1 | ||||
| MMMU-Pro (with tools) | 75.6% ↗ | 82.2% ↗ | -6.6 pt | Dola Seed 2.1 Turbo |
| Only Claude Sonnet 4.6 reports · 17 | ||||
| SWE-bench Verified | 79.6% ↗ | not reported | — | — |
| GPQA Diamond | 89.9% ↗ | not reported | — | — |
| Humanity's Last Exam (no tools) | 33.2% ↗ | not reported | — | — |
| LMArena Elo | 1458.3 ↗ | not reported | — | — |
| ARC-AGI-2 (Verified) | 58.3% ↗ | not reported | — | — |
| GDPval-AA | 1633 ↗ | not reported | — | — |
| Humanity's Last Exam (with tools) | 49% ↗ | not reported | — | — |
| MCP Atlas | 61.3% ↗ | not reported | — | — |
| MMMLU | 89.3% ↗ | not reported | — | — |
| MMMU-Pro (no tools) | 74.5% ↗ | not reported | — | — |
| OSWorld-Verified | 72.5% ↗ | not reported | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 85.8% ↗epoch | not reported | — | — |
| SimpleQA Verified | 35.5% ↗epoch | not reported | — | — |
| SWE-bench Verified (Epoch AI run) | 75.2% ↗epoch | not reported | — | — |
| Tau2-bench Retail | 91.7% ↗ | not reported | — | — |
| Tau2-bench Telecom | 97.9% ↗ | not reported | — | — |
| Terminal-Bench 2.0 | 59.1% ↗ | not reported | — | — |
| Only Dola Seed 2.1 Turbo reports · 25 | ||||
| Agent Startup Bench | not reported | 54% ↗ | — | — |
| BabyVision | not reported | 62.9% ↗ | — | — |
| BeyondAIME | not reported | 88% ↗ | — | — |
| CharXiv-RQ | not reported | 82.5% ↗ | — | — |
| CharXiv-RQ (with tools) | not reported | 83.6% ↗ | — | — |
| ERQA | not reported | 71.3% ↗ | — | — |
| KINA | not reported | 46.6% ↗ | — | — |
| MathVision | not reported | 90.1% ↗ | — | — |
| MathVision (with tools) | not reported | 92.7% ↗ | — | — |
| Minerva Video Reasoning | not reported | 65.9% ↗ | — | — |
| MMLongBench 128K | not reported | 76.9% ↗ | — | — |
| MMMU-Pro | not reported | 80.1% ↗ | — | — |
| NL2Repo-Bench | not reported | 43.7% ↗ | — | — |
| OVOBench | not reported | 79.2% ↗ | — | — |
| SuperGPQA | not reported | 67.4% ↗ | — | — |
| SWE-Atlas | not reported | 30.6% ↗ | — | — |
| Terminal-Bench 2.1 | not reported | 67.6% ↗ | — | — |
| TOMATO | not reported | 56.8% ↗ | — | — |
| VideoMME | not reported | 89% ↗ | — | — |
| VideoSimpleQA | not reported | 71.4% ↗ | — | — |
| Workspace Bench | not reported | 54.7% ↗ | — | — |
| WorldVQA | not reported | 48.6% ↗ | — | — |
| xDailyBench | not reported | 56.4% ↗ | — | — |
| ZEROBench | not reported | 11% ↗ | — | — |
| ZEROBench (with tools) | not reported | 20% ↗ | — | — |
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 Claude Sonnet 4.6 minus Dola Seed 2.1 Turbo 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 | Claude Sonnet 4.6 | Dola Seed 2.1 Turbo | Edge |
|---|---|---|---|
| Context window | 1M tokens | 256K tokens | Claude Sonnet 4.6 |
| Max output | 128K tokens | — | — |
| Input price / 1M | $3 ↗ | $0.5 ↗ | Dola Seed 2.1 Turbo |
| Output price / 1M | $15 ↗ | $2.5 ↗ | Dola Seed 2.1 Turbo |
| Cached input / 1M | $0.3 ↗ | $0.1 ↗ | Dola Seed 2.1 Turbo |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $18 | $3 | Dola Seed 2.1 Turbo |
| Modalities | text · vision | text · vision · video | Dola Seed 2.1 Turbo |
| Released | 2026-02-17 | 2026-07-13 | — |
| Cited benchmark scores | 19 | 26 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
Claude Sonnet 4.6 vs …
Models sharing the most benchmarksMore matchups
Dola Seed 2.1 Turbo vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run Claude Sonnet 4.6 and Dola Seed 2.1 Turbo on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.