Compare / head-to-head

Dola Seed 2.0 MinivsGemini 3.5 Flash

Gemini 3.5 Flash leads 5 of 5 shared benchmarks. Dola Seed 2.0 Mini is 21x cheaper per token. Gemini 3.5 Flash has the larger context window (1.0M tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
0 – 5
Gemini 3.5 Flash leads
Cheaper per token
Dola Seed 2.0 Mini
21x cheaper, input + output
Larger context
Gemini 3.5 Flash
1.0M tokens
Providers
2 providers
ByteDance Seed · Google
Dola Seed 2.0 Mini
ByteDance Seed · released 2026-02-14
textvisionaudiovideo
Context
256K
Max out
128K
Input /1M
$0.1 ↗
Output /1M
$0.4 ↗
Cached /1M
$0.02
Scores
15 · 8 core
Gemini 3.5 Flash
Google · released 2026-05-19
textvisionaudio
Context
1.0M
Max out
66K
Input /1M
$1.5 ↗
Output /1M
$9 ↗
Cached /1M
$0.15
Scores
42 · 12 core
Quality

Benchmark matrix

BenchmarkDola Seed 2.0 MiniGemini 3.5 FlashΔEdge
Reported by both · 5
GPQA Diamond79% ↗92.8% ↗epoch run-13.8 ptGemini 3.5 Flash
AIME 202686.7% ↗95% ↗matharena ⚠-8.3 ptGemini 3.5 Flash
ARC-AGI-22.3% ↗72.1% ↗-69.8 ptGemini 3.5 Flash
MMMU-Pro71.4% ↗83.6% ↗-12.2 ptGemini 3.5 Flash
SimpleQA Verified18.9% ↗66.2% ↗epoch run-47.3 ptGemini 3.5 Flash
Only Dola Seed 2.0 Mini reports · 10
MMLU-Pro83.6% ↗not reported——
AIME 202587% ↗not reported——
HLE (no tool, text only)13.3% ↗not reported——
IMOAnswerBench (no tool)71.6% ↗not reported——
LiveCodeBench (v6)64.1% ↗not reported——
LongBench v2 (128K)52.3% ↗not reported——
MathVista85.5% ↗not reported——
MMMU79.7% ↗not reported——
MultiChallenge61.1% ↗not reported——
SuperGPQA61.6% ↗not reported——
Only Gemini 3.5 Flash reports · 31
LMArena Elonot reported1477.4 ↗——
APEX-Agents (Mercor)not reported27.5% ↗——
Chess Puzzles (Epoch AI run)not reported50% ↗epoch run——
DeepSWE v1.1 (Datacurve)not reported36.1% ↗——
EBR-bench (Epoch AI run)not reported4.8% ↗epoch run——
FrontierMath Tier 4 v2 (Epoch AI run)not reported26.8% ↗epoch run——
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported62.8% ↗epoch run——
GDPVal-AAnot reported1656 ↗——
Humanity's Last Exam (full set, text + MM)not reported40.2% ↗——
LiveBench Agentic Coding (LiveBench)not reported49% ↗——
LiveBench Coding (LiveBench)not reported78.2% ↗——
LiveBench Data Analysis (LiveBench)not reported64.9% ↗——
LiveBench Instruction Following (LiveBench)not reported75.6% ↗——
LiveBench Language (LiveBench)not reported84.6% ↗——
LiveBench Mathematics (LiveBench)not reported88.2% ↗——
LiveBench Reasoning (LiveBench)not reported82% ↗——
LMArena Vision (LMArena)not reported1284.4 ↗——
LMArena WebDev (LMArena)not reported1499 ↗——
MCP Atlasnot reported83.6% ↗——
Mystery Game Puzzles (Epoch AI run)not reported32% ↗epoch run——
OSWorld-Verifiednot reported78.4% ↗——
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported95.6% ↗epoch run——
SAGE (Vals AI)not reported49.9% ↗——
SimpleBench (SimpleBench)not reported76.7% ↗——
SWE-Bench Pro (Public)not reported55.1% ↗——
SWE-bench Verified (Epoch AI run)not reported79.3% ↗epoch run——
Terminal-bench 2.1not reported76.2% ↗——
Terminal-Bench 4.0 (Vals AI)not reported6.1% ↗——
Toolathlon-Verified (HKUST)not reported67.3% ↗——
Vending-Bench 2 (Andon Labs)not reported5396.42 ↗——
WeirdML (Håvard Tveit Ihle)not reported62.6% ↗——
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 Mini minus Gemini 3.5 Flash 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

SpecDola Seed 2.0 MiniGemini 3.5 FlashEdge
Context window256K tokens1.0M tokensGemini 3.5 Flash
Max output128K tokens66K tokensDola Seed 2.0 Mini
Input price / 1M$0.1 ↗$1.5 ↗Dola Seed 2.0 Mini
Output price / 1M$0.4 ↗$9 ↗Dola Seed 2.0 Mini
Cached input / 1M$0.02 ↗$0.15 ↗Dola Seed 2.0 Mini
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.5$10.5Dola Seed 2.0 Mini
Modalitiestext · vision · audio · videotext · vision · audioDola Seed 2.0 Mini
Released2026-02-142026-05-19—
Cited benchmark scores1542—
Reliability

Provider status

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