Compare / head-to-head
Dola Seed 2.1 TurbovsGemini 3.1 Flash-Lite
Dola Seed 2.1 Turbo leads 1 of 1 shared benchmark. Gemini 3.1 Flash-Lite is 1.7x cheaper per token. Gemini 3.1 Flash-Lite has the larger context window (1.0M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
1 – 0
Dola Seed 2.1 Turbo leads
Cheaper per token
Gemini 3.1 Flash-Lite
1.7x cheaper, input + output
Larger context
Gemini 3.1 Flash-Lite
1.0M tokens
Provider uptime (30d)
— · 100%
ByteDance Seed · Google
Dola Seed 2.1 Turbo
ByteDance Seed · released 2026-07-13
textvisionvideo
Gemini 3.1 Flash-Lite
Google · released 2026-03-03
textvisionaudio
Quality
Benchmark matrix
1 shared · 25 only Dola Seed 2.1 Turbo · 8 only Gemini 3.1 Flash-Lite| Benchmark | Dola Seed 2.1 Turbo | Gemini 3.1 Flash-Lite | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 1 | ||||
| MMMU-Pro | 80.1% ↗ | 76.8% ↗ | +3.3 pt | Dola Seed 2.1 Turbo |
| Only Dola Seed 2.1 Turbo reports · 25 | ||||
| Agent Startup Bench | 54% ↗ | not reported | — | — |
| BabyVision | 62.9% ↗ | not reported | — | — |
| BeyondAIME | 88% ↗ | not reported | — | — |
| CharXiv-RQ | 82.5% ↗ | not reported | — | — |
| CharXiv-RQ (with tools) | 83.6% ↗ | not reported | — | — |
| ERQA | 71.3% ↗ | not reported | — | — |
| KINA | 46.6% ↗ | not reported | — | — |
| MathVision | 90.1% ↗ | not reported | — | — |
| MathVision (with tools) | 92.7% ↗ | not reported | — | — |
| Minerva Video Reasoning | 65.9% ↗ | not reported | — | — |
| MMLongBench 128K | 76.9% ↗ | not reported | — | — |
| MMMU-Pro (with tools) | 82.2% ↗ | not reported | — | — |
| NL2Repo-Bench | 43.7% ↗ | not reported | — | — |
| OVOBench | 79.2% ↗ | not reported | — | — |
| SuperGPQA | 67.4% ↗ | not reported | — | — |
| SWE-Atlas | 30.6% ↗ | not reported | — | — |
| Terminal-Bench 2.1 | 67.6% ↗ | not reported | — | — |
| TOMATO | 56.8% ↗ | not reported | — | — |
| VideoMME | 89% ↗ | not reported | — | — |
| VideoSimpleQA | 71.4% ↗ | not reported | — | — |
| Workspace Bench | 54.7% ↗ | not reported | — | — |
| WorldVQA | 48.6% ↗ | not reported | — | — |
| xDailyBench | 56.4% ↗ | not reported | — | — |
| ZEROBench | 11% ↗ | not reported | — | — |
| ZEROBench (with tools) | 20% ↗ | not reported | — | — |
| Only Gemini 3.1 Flash-Lite reports · 8 | ||||
| GPQA Diamond | not reported | 86.9% ↗ | — | — |
| Humanity's Last Exam (no tools) | not reported | 16% ↗ | — | — |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | not reported | 27.7% ↗epoch | — | — |
| LiveCodeBench | not reported | 72% ↗ | — | — |
| MMMLU | not reported | 88.9% ↗ | — | — |
| MRCR v2 (128k average) | not reported | 60.1% ↗ | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | not reported | 80% ↗epoch | — | — |
| SimpleQA Verified | not reported | 43.3% ↗ | — | — |
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 Gemini 3.1 Flash-Lite 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 | Gemini 3.1 Flash-Lite | Edge |
|---|---|---|---|
| Context window | 256K tokens | 1.0M tokens | Gemini 3.1 Flash-Lite |
| Max output | — | 66K tokens | — |
| Input price / 1M | $0.5 ↗ | $0.25 ↗ | Gemini 3.1 Flash-Lite |
| Output price / 1M | $2.5 ↗ | $1.5 ↗ | Gemini 3.1 Flash-Lite |
| Cached input / 1M | $0.1 ↗ | $0.025 ↗ | Gemini 3.1 Flash-Lite |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $3 | $1.75 | Gemini 3.1 Flash-Lite |
| Modalities | text · vision · video | text · vision · audio | Tie |
| Released | 2026-07-13 | 2026-03-03 | — |
| Cited benchmark scores | 26 | 10 | — |
Reliability
Provider 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
Gemini 3.1 Flash-Lite 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 Gemini 3.1 Flash-Lite on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.