Compare / head-to-head
Dola Seed 2.0 Provs
Gemini 3 Flash Preview
Gemini 3 Flash Preview leads 4 of 7 shared benchmarks. Gemini 3 Flash Preview has the larger context window (1.0M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
3 – 4
Gemini 3 Flash Preview leads
Cheaper per token
—
list price, input + output
Larger context
Gemini 3 Flash Preview
1.0M tokens
Providers
2 providers
ByteDance Seed · Google
Dola Seed 2.0 Pro
ByteDance Seed · released 2026-02-16
textvisionvideo
Gemini 3 Flash Preview
Google · released 2025-12-17
textvisionaudio
- Context
- 1.0M
- Max out
- 66K
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 34 · 12 core
Quality
Benchmark matrix
7 shared · 8 only Dola Seed 2.0 Pro · 19 only Gemini 3 Flash Preview| Benchmark | Dola Seed 2.0 Pro | Gemini 3 Flash Preview | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 7 | ||||
| SWE-bench Verified | 76.5% ↗ | 78% ↗ | -1.5 pt | Gemini 3 Flash Preview |
| GPQA Diamond | 92.4% ↗ | 90.4% ↗ | +2 pt | Dola Seed 2.0 Pro |
| AIME 2025 | 99% ↗ | 95.2% ↗ | +3.8 pt | Dola Seed 2.0 Pro |
| Humanity's Last Exam (no tools) | 33.3% ↗ | 33.7% ↗ | -0.4 pt | Gemini 3 Flash Preview |
| LMArena Elo | 1447.6 ↗ | 1472.7 ↗ | -25.1 | Gemini 3 Flash Preview |
| LMArena Vision (LMArena) | 1256.6 ↗ | 1272.9 ↗ | -16.3 | Gemini 3 Flash Preview |
| Terminal-Bench 2.0 | 55.8% ↗ | 47.6% ↗ | +8.2 pt | Dola Seed 2.0 Pro |
| Only Dola Seed 2.0 Pro reports · 8 | ||||
| MMLU-Pro | 90.1% ↗ | not reported | — | — |
| BFCL v4 | 73.4% ↗ | not reported | — | — |
| BrowseComp | 77.3% ↗ | not reported | — | — |
| DeepResearchBench | 53.3% ↗ | not reported | — | — |
| HLE-Verified | 73.6% ↗ | not reported | — | — |
| SciCode | 48.5% ↗ | not reported | — | — |
| SWE-bench Multilingual | 71.7% ↗ | not reported | — | — |
| SWE-bench Pro | 46.9% ↗ | not reported | — | — |
| Only Gemini 3 Flash Preview reports · 19 | ||||
| BALROG (BALROG) | not reported | 48.1% ↗ | — | — |
| Chess Puzzles (Epoch AI run) | not reported | 40% ↗epoch run | — | — |
| FrontierMath Tier 4 v2 (Epoch AI run) | not reported | 17.1% ↗epoch run | — | — |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | not reported | 51.2% ↗epoch run | — | — |
| GSO Opt@1 (GSO) | not reported | 7.8% ↗ | — | — |
| LMArena WebDev (LMArena) | not reported | 1438.9 ↗ | — | — |
| MMMU-Pro | not reported | 81.2% ↗ | — | — |
| Mystery Game Puzzles (Epoch AI run) | not reported | 26% ↗epoch run | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | not reported | 95.6% ↗epoch run | — | — |
| SAGE (Vals AI) | not reported | 51.8% ↗ | — | — |
| SimpleBench (SimpleBench) | not reported | 61.1% ↗ | — | — |
| SimpleQA Verified | not reported | 68.7% ↗ | — | — |
| SWE-bench Verified (Epoch AI run) | not reported | 75.4% ↗epoch run | — | — |
| tau2-bench Airline (Sierra) | not reported | 82.5% ↗ | — | — |
| tau2-bench Banking Knowledge (Sierra) | not reported | 27.3% ↗ | — | — |
| tau2-bench Retail (Sierra) | not reported | 76.8% ↗ | — | — |
| tau2-bench Telecom (Sierra) | not reported | 91.2% ↗ | — | — |
| Vending-Bench 2 (Andon Labs) | not reported | 3634.72 ↗ | — | — |
| WeirdML (Håvard Tveit Ihle) | not reported | 61.6% ↗ | — | — |
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 Gemini 3 Flash Preview 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 | Gemini 3 Flash Preview | Edge |
|---|---|---|---|
| Context window | 256K tokens | 1.0M tokens | Gemini 3 Flash Preview |
| 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 · vision · video | text · vision · audio | Tie |
| Released | 2026-02-16 | 2025-12-17 | — |
| Cited benchmark scores | 16 | 34 | — |
Reliability
Provider status
Live from /statusMore matchups
Dola Seed 2.0 Pro vs …
Models sharing the most benchmarksMore matchups
Gemini 3 Flash Preview 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 Gemini 3 Flash Preview on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.