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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

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  3. Gemini 3.6 Flash vs Seed 2.1 Turbo

Pairwise benchmark snapshot · Aug 16, 2026

Gemini 3.6 Flash vs Seed 2.1 Turbo benchmark

This page compares Gemini 3.6 Flash (Google) and Seed 2.1 Turbo (ByteDance) using the latest snapshots we have as of Aug 16, 2026. On preference Elo, Gemini 3.6 Flash is ahead by 34 points (1,506 vs 1,472; seed-bootstrap (Aug 16, 2026)). On SWE-bench coding, Gemini 3.6 Flash resolves 70.8% versus 63.2% (seed-bootstrap (Aug 16, 2026)). Gemini 3.6 Flash streams faster (198 tok/s) while Seed 2.1 Turbo is the cheaper output token ($2.5/1M). Gemini 3.6 Flash has the larger context window (1M tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.

Quick answer

Gemini 3.6 Flash vs Seed 2.1 Turbo is a dated snapshot, not a lab score. Gemini 3.6 Flash leads preference Elo (1,506 vs 1,472). Gemini 3.6 Flash leads SWE-bench coding. Seed 2.1 Turbo is the cheaper output token. Elo is crowd preference, not an exam. Pick the column that matches the job.
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Google

Gemini 3.6 Flash

Google Jul 21 workhorse. Now shares the 3.7 Flash introductory $0.75/$3.75 rate through Dec 31 2026.

Elo 1,506$3.75/1M out

ByteDance

Seed 2.1 Turbo

ByteDance Seed 2.1 Turbo, listed on public model timelines as an Aug 10 2026 API drop.

Elo 1,472$2.5/1M out

Swap or Add Any Model to this Matchup

Instant pairwise benchmark recalculation across 400+ LLMs

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Quick vs:vs Claude Opus 4.5vs Claude Opus 4.6vs Claude Sonnet 4.5vs Claude 3.7 Sonnet

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Gemini 3.6 Flash (8)vsSeed 2.1 Turbo (2)
Gemini 3.6 Flash: 8W (80%)Overall: Gemini 3.6 FlashSeed 2.1 Turbo: 2W (20%)
← Gemini 3.6 FlashSeed 2.1 Turbo →
Gemini 3.6 Flash (5/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Preference Elo
1,506vs1,472
Coding Elo
1,514vs1,480
SWE-bench
70.8%vs63.2%
LiveBench
67.2%vs64.8%
GPQA Diamond
79.6%vs76.8%
Gemini 3.6 Flash: 5WSeed 2.1 Turbo: 0W
Gemini 3.6 Flash (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
198 tok/svs160 tok/s
Time to first token
92 msvs120 ms
Gemini 3.6 Flash: 2WSeed 2.1 Turbo: 0W
Seed 2.1 Turbo (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$3.75/1Mvs$2.5/1M
Input price
$0.75/1Mvs$0.5/1M
Context window
1Mvs262k
Gemini 3.6 Flash: 1WSeed 2.1 Turbo: 2W
Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect
Percentile 0–100
Dimensional AdvantageGemini 3.6 Flash 5/6
Preference Elo

Gemini 3.6 Flash

34 pts advantage

Throughput Speed

Gemini 3.6 Flash

38 tok/s faster

Price Efficiency

Seed 2.1 Turbo

$1.25/1M cheaper

Full Benchmark Score Matrix

—
Elo
High is better
+2%1,506
EloHigh is better
1,472
Code Elo
High is better
+2%1,514
Code EloHigh is better
1,480
LiveBench
High is better
+4%67.2%
LiveBenchHigh is better
64.8%
SWE-bench
High is better
+12%70.8%
SWE-benchHigh is better
63.2%
GPQA
High is better
+4%79.6%
GPQAHigh is better
76.8%
TTFT
Low is better
+30%92 ms
TTFTLow is better
120 ms
Speed
High is better
+24%198 tok/s
SpeedHigh is better
160 tok/s
In $
Low is better
$0.75/1M
In $Low is better
$0.5/1M+50%
Out $
Low is better
$3.75/1M
Out $Low is better
$2.5/1M+50%
Context
High is better
+300%1M
ContextHigh is better
262k
Interactive Simulator

Workload Cost & Savings Calculator

Simulate monthly production API costs based on published $/1M tokens.

Save up to 33% with Seed 2.1 Turbo
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Gemini 3.6 Flash$82.50 / mo
In: $26.25Out: $56.25
Seed 2.1 Turbo$55.00 / mo
In: $17.50Out: $37.50
Estimated Cost Delta

Seed 2.1 Turbo is estimated to save $27.50/month ($330/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Gemini 3.6 Flash:Pick Gemini 3.6 Flash when repo-level coding accuracy is the constraint.
  • 2
    Seed 2.1 Turbo:Pick Seed 2.1 Turbo when you are optimizing output cost.
  • 3
    Gemini 3.6 Flash:Pick Gemini 3.6 Flash when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsGemini 3.6 Flash

Higher SWE-bench (70.8%).

High-volume chatSeed 2.1 Turbo

Lower output list price ($2.5/1M).

Voice / low-latency UIGemini 3.6 Flash

Lower TTFT (92 ms).

Long-document RAGGemini 3.6 Flash

Larger window (1M).

Screenshots / visionGemini 3.6 Flash

Both accept images. Defaulting to the higher-Elo side (Gemini 3.6 Flash).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsGemini 3.6 FlashHigher SWE-bench (70.8%).
High-volume chatSeed 2.1 TurboLower output list price ($2.5/1M).
Voice / low-latency UIGemini 3.6 FlashLower TTFT (92 ms).
Long-document RAGGemini 3.6 FlashLarger window (1M).
Screenshots / visionGemini 3.6 FlashBoth accept images. Defaulting to the higher-Elo side (Gemini 3.6 Flash).

Related Editorial Dispatches & Benchmark Notes

View all news
priceAug 13, 2026

Gemini 3.6 Flash (Jul 21) now shares the 3.7 intro rate

Jul 21 workhorse that inherited $0.75/$3.75 through year-end. Keep the row; 3.7 is the newer sibling.

launchAug 10, 2026

Seed 2.1 Turbo (Aug 10): ByteDance’s API drop on the public timeline

Listed on public model timelines as an Aug 10 2026 API drop. Preview-quality story, indexable because we have a full snapshot.

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Google

Gemini 3.6 Flash

Elo 1,506
LiveBench67.2%
SWE-bench70.8%
Speed198 tok/s
Output cost$3.75/1M
ByteDance

Seed 2.1 Turbo

Elo 1,472
LiveBench64.8%
SWE-bench63.2%
Speed160 tok/s
Output cost$2.5/1M

Frequently Asked Questions

Which is better overall, Gemini 3.6 Flash or Seed 2.1 Turbo?
Gemini 3.6 Flash has the higher preference Elo in our latest snapshot (1,506). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Gemini 3.6 Flash or Seed 2.1 Turbo?
Gemini 3.6 Flash leads SWE-bench at 70.8% vs 63.2%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Seed 2.1 Turbo output tokens are $2.5/1M versus $3.75/1M. Input prices and retry rates still move the real bill.
Which is faster, Gemini 3.6 Flash or Seed 2.1 Turbo?
Gemini 3.6 Flash has the lower time-to-first-token (92 ms vs 120 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Gemini 3.6 Flash accepts 1M tokens versus 262k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. Gemini 3.6 Flash and Seed 2.1 Turbo Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • price · Aug 13, 2026

    Gemini 3.6 Flash (Jul 21) now shares the 3.7 intro rate

  • launch · Aug 10, 2026

    Seed 2.1 Turbo (Aug 10): ByteDance’s API drop on the public timeline

Similar Head-to-Head Comparisons

All Gemini 3.6 Flash matchups →|All Seed 2.1 Turbo matchups →
Gemini 3.6 Flash vs Gemini 3 Flash (previous gemini-flash)Gemini 3.6 Flash vs Gemini 3.7 Flash (next gemini-flash)Seed 2.1 Turbo vs Doubao Pro 1.5 (previous seed)Gemini 2.0 Flash Thinking vs Gemini 3.6 FlashGemini 3 Pro vs Gemini 3.6 FlashGemini 3.6 Pro vs Gemini 3.6 Flash