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Compare / head-to-head

Dola Seed 2.1 TurbovsGemini 3.5 Flash

Gemini 3.5 Flash leads 1 of 1 shared benchmark. Dola Seed 2.1 Turbo is 3.5x 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 – 1
Gemini 3.5 Flash leads
Cheaper per token
Dola Seed 2.1 Turbo
3.5x cheaper, input + output
Larger context
Gemini 3.5 Flash
1.0M tokens
Provider uptime (30d)
— · 100%
ByteDance Seed · Google
Dola Seed 2.1 Turbo
ByteDance Seed · released 2026-07-13
textvisionvideo
Context
256K
Max out
Input /1M
$0.5
Output /1M
$2.5
Cached /1M
$0.1
Scores
26 · 2 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
15 · 9 core
Quality

Benchmark matrix

BenchmarkDola Seed 2.1 TurboGemini 3.5 FlashΔEdge
Reported by both · 1
MMMU-Pro80.1% 83.6% -3.5 ptGemini 3.5 Flash
Only Dola Seed 2.1 Turbo reports · 25
Agent Startup Bench54% not reported
BabyVision62.9% not reported
BeyondAIME88% not reported
CharXiv-RQ82.5% not reported
CharXiv-RQ (with tools)83.6% not reported
ERQA71.3% not reported
KINA46.6% not reported
MathVision90.1% not reported
MathVision (with tools)92.7% not reported
Minerva Video Reasoning65.9% not reported
MMLongBench 128K76.9% not reported
MMMU-Pro (with tools)82.2% not reported
NL2Repo-Bench43.7% not reported
OVOBench79.2% not reported
SuperGPQA67.4% not reported
SWE-Atlas30.6% not reported
Terminal-Bench 2.167.6% not reported
TOMATO56.8% not reported
VideoMME89% not reported
VideoSimpleQA71.4% not reported
Workspace Bench54.7% not reported
WorldVQA48.6% not reported
xDailyBench56.4% not reported
ZEROBench11% not reported
ZEROBench (with tools)20% not reported
Only Gemini 3.5 Flash reports · 14
GPQA Diamondnot reported92.8% epoch
AIME 2026not reported95% matharena
ARC-AGI-2not reported72.1%
FrontierMath Tier 4 v2 (Epoch AI run)not reported26.8% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported62.8% epoch
GDPVal-AAnot reported1656
Humanity's Last Exam (full set, text + MM)not reported40.2%
MCP Atlasnot reported83.6%
OSWorld-Verifiednot reported78.4%
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported95.6% epoch
SimpleQA Verifiednot reported66.2% epoch
SWE-Bench Pro (Public)not reported55.1%
SWE-bench Verified (Epoch AI run)not reported79.3% epoch
Terminal-bench 2.1not reported76.2%
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 3.5 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 2.1 TurboGemini 3.5 FlashEdge
Context window256K tokens1.0M tokensGemini 3.5 Flash
Max output66K tokens
Input price / 1M$0.5 $1.5 Dola Seed 2.1 Turbo
Output price / 1M$2.5 $9 Dola Seed 2.1 Turbo
Cached input / 1M$0.1 $0.15 Dola Seed 2.1 Turbo
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$3$10.5Dola Seed 2.1 Turbo
Modalitiestext · vision · videotext · vision · audioTie
Released2026-07-132026-05-19
Cited benchmark scores2615
Reliability

Provider status

All providers
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