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Every score has a dated snapshot.

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  3. Google Gemini Flash Latest vs Seed 2.1 Turbo

Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)

Google Gemini Flash Latest vs Seed 2.1 Turbo benchmark

In this head-to-head showdown, Google Gemini Flash Latest is more budget-friendly at $1.875/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Both Google Gemini Flash Latest and Seed 2.1 Turbo present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Verified Head-to-Head Advantage Breakdown

3 direct benchmark disciplines evaluated across capability, speed, and cost

Google Gemini Flash Latest (3)Seed 2.1 Turbo (0)
Google Gemini Flash Latest
3 of 3 Wins
✓Input price✓Output price✓Context window
Seed 2.1 Turbo
0 of 3 Wins
Competitive baseline across remaining benchmarks
~google
Leads 3 of 3 metrics
Google Gemini Flash Latest

Auto-discovered from OpenRouter (~google/gemini-flash-latest). Preview until a second source matches.

$1.875/1M out
ByteDance
Seed 2.1 Turbo

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

Seed 2.1Elo 1,472$2.5/1M out
Top Rival Showdowns for Google Gemini Flash Latest
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar LeaderGoogle Gemini Flash Latest Wins

Google Gemini Flash Latest

$1.875 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top Western standard models with China's leading frontier rival across 6 skill dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile
Head-to-Head Comparison

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

Google Gemini Flash Latest (3)vsSeed 2.1 Turbo (7)
Google Gemini Flash Latest: 3W (30%)Overall: Seed 2.1 TurboSeed 2.1 Turbo: 7W (70%)
← Google Gemini Flash LatestSeed 2.1 Turbo →
🏆Seed 2.1 Turbo(5/5)

Intelligence & Reasoning

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

Benchmark
Google Gemini Flash LatestvsSeed 2.1 Turbo
Preference Elo
—vs1,472
Coding Elo
—vs1,480
SWE-bench
—vs63.2%
LiveBench
—vs64.8%
GPQA Diamond
—vs76.8%
Google Gemini Flash Latest: 0WSeed 2.1 Turbo: 5W
🏆Seed 2.1 Turbo(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Google Gemini Flash LatestvsSeed 2.1 Turbo
Output speed
—vs160 tok/s
Time to first token
—vs120 ms
Google Gemini Flash Latest: 0WSeed 2.1 Turbo: 2W
🏆Google Gemini Flash Latest(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Google Gemini Flash LatestvsSeed 2.1 Turbo
Output price
$1.875/1Mvs$2.5/1M+$0.625/1M
Input price
$0.375/1Mvs$0.5/1M+$0.125/1M
Context window
1Mvs262k+786k
Google Gemini Flash Latest: 3WSeed 2.1 Turbo: 0W

Side-by-Side Benchmark Matrix

Preference Elo
Google Gemini Flash Latest—
Seed 2.1 Turbo1,472
lmarena · Aug 16, 2026
Coding Elo
Google Gemini Flash Latest—
Seed 2.1 Turbo1,480
lmarena · Aug 16, 2026
LiveBench
Google Gemini Flash Latest—
Seed 2.1 Turbo64.8%
livebench · Aug 16, 2026
SWE-bench
Google Gemini Flash Latest—
Seed 2.1 Turbo63.2%
swebench · Aug 16, 2026
GPQA Diamond
Google Gemini Flash Latest—
Seed 2.1 Turbo76.8%
seed-bootstrap · Aug 16, 2026
Time to first token
Google Gemini Flash Latest—
Seed 2.1 Turbo120 ms
seed-bootstrap · Aug 16, 2026
Output speed
Google Gemini Flash Latest—
Seed 2.1 Turbo160 tok/s
seed-bootstrap · Aug 16, 2026
Input price+$0.125/1M
Google Gemini Flash Latest$0.375/1M
openrouter · Aug 17, 2026
Seed 2.1 Turbo$0.5/1M
openrouter · Aug 17, 2026
Output price+$0.625/1M
Google Gemini Flash Latest$1.875/1M
openrouter · Aug 17, 2026
Seed 2.1 Turbo$2.5/1M
openrouter · Aug 17, 2026
Context window+786k
Google Gemini Flash Latest1M
openrouter · Aug 17, 2026
Seed 2.1 Turbo262k
openrouter · Aug 17, 2026
BenchmarkGoogle Gemini Flash LatestSeed 2.1 TurboAdvantage Delta
Preference Elo—
1,472
lmarena · Aug 16, 2026
—
Coding Elo—
1,480
lmarena · Aug 16, 2026
—
LiveBench—
64.8%
livebench · Aug 16, 2026
—
SWE-bench—
63.2%
swebench · Aug 16, 2026
—
GPQA Diamond—
76.8%
seed-bootstrap · Aug 16, 2026
—
Time to first token—
120 ms
seed-bootstrap · Aug 16, 2026
—
Output speed—
160 tok/s
seed-bootstrap · Aug 16, 2026
—
Input price
$0.375/1M
openrouter · Aug 17, 2026
$0.5/1M
openrouter · Aug 17, 2026
+$0.125/1M
Output price
$1.875/1M
openrouter · Aug 17, 2026
$2.5/1M
openrouter · Aug 17, 2026
+$0.625/1M
Context window
1M
openrouter · Aug 17, 2026
262k
openrouter · Aug 17, 2026
+786k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save up to 25% with Google Gemini Flash Latest
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Google Gemini Flash Latest$41.25 / mo
In: $13.13Out: $28.13
Seed 2.1 Turbo$55.00 / mo
In: $17.5Out: $37.5
Estimated Cost Delta

Google Gemini Flash Latest is estimated to save $13.75/month ($165/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Google Gemini Flash Latest:Pick Google Gemini Flash Latest when you are optimizing output cost.
  • 2
    Google Gemini Flash Latest:Pick Google Gemini Flash Latest for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatGoogle Gemini Flash Latest

Lower output list price ($1.875/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGGoogle Gemini Flash Latest

Larger window (1M).

Screenshots / visionSeed 2.1 Turbo

Seed 2.1 Turbo is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatGoogle Gemini Flash LatestLower output list price ($1.875/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGGoogle Gemini Flash LatestLarger window (1M).
Screenshots / visionSeed 2.1 TurboSeed 2.1 Turbo is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
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.

Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
~google

Google Gemini Flash Latest

Elo n/a
SWE-bench—
Speed (tok/s)1M
Input / 1M Tokens$0.375/1M
Output / 1M Tokens$1.875/1M
ByteDance

Seed 2.1 Turbo

Elo 1,472
SWE-bench63.2%
Speed (tok/s)160 tok/s
Input / 1M Tokens$0.5/1M
Output / 1M Tokens$2.5/1M

Frequently Asked Questions

Which is better overall, Google Gemini Flash Latest or Seed 2.1 Turbo?
We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, Google Gemini Flash Latest or Seed 2.1 Turbo?
SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?
Google Gemini Flash Latest output tokens are $1.875/1M versus $2.5/1M. Input prices and retry rates still move the real bill.
Which is faster, Google Gemini Flash Latest or Seed 2.1 Turbo?
We do not have TTFT for both models.
Which has the larger context window?
Google Gemini Flash Latest 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. Google Gemini Flash Latest and Seed 2.1 Turbo Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Aug 10, 2026

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

Similar Head-to-Head Comparisons

All Google Gemini Flash Latest matchups →|All Seed 2.1 Turbo matchups →
Doubao Pro 1.5 vs Seed 2.1 TurboDoubao Lite 1.5 vs Seed 2.1 TurboClaude Opus 4.5 vs Seed 2.1 TurboClaude Opus 4.6 vs Seed 2.1 TurboClaude Sonnet 4.5 vs Seed 2.1 TurboGPT-5 vs Seed 2.1 Turbo