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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. Seed 2.1 Turbo vs Arcee AI: Virtuoso Large

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

Seed 2.1 Turbo vs Arcee AI: Virtuoso Large benchmark

In this head-to-head showdown, Arcee AI: Virtuoso Large is more budget-friendly at $1.2/1M 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: Choose Seed 2.1 Turbo if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Arcee AI: Virtuoso Large if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
Share Analysis:
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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
arcee-ai
Arcee AI: Virtuoso Large

Auto-discovered from OpenRouter (arcee-ai/virtuoso-large). Preview until a second source matches.

$1.2/1M out

Doubao Series Family & Variants (3)

Speed, cost, and intelligence tradeoffs across the ByteDance lineup

vs Base Model
Doubao Pro 1.5
ByteDance
Base Model
Elo1470
Speed105 t/s
In /1M$0.11
Out /1M$0.28
View specs →vs this
Doubao Lite 1.5
ByteDance
Lite 1.5
Elo1360
Speed180 t/s
In /1M$0.04
Out /1M$0.1
-110 Elo-64% price1.7x speed
View specs →vs this
Seed 2.1 Turbo
ByteDance
Seed 2.1
Elo1472
Speed160 t/s
In /1M$0.5
Out /1M$2.5
+2 Elo+793% price1.5x speed
Selected
Top Rival Showdowns for Seed 2.1 Turbo
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 Leader

Arcee AI: Virtuoso Large

$1.2 / 1M output

Capability Percentiles

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

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 AdvantageSeed 2.1 Turbo 5/6
Head-to-Head Comparison

Overall Matchup Breakdown

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

Seed 2.1 Turbo (9)vsArcee AI: Virtuoso Large (1)
Seed 2.1 Turbo: 9W (90%)Overall: Seed 2.1 TurboArcee AI: Virtuoso Large: 1W (10%)
← Seed 2.1 TurboArcee AI: Virtuoso Large →
Seed 2.1 Turbo (5/5)

Intelligence & Reasoning

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

Preference Elo
1,472vs—
Coding Elo
1,480vs—
SWE-bench
63.2%vs—
LiveBench
64.8%vs—
GPQA Diamond
76.8%vs—
Seed 2.1 Turbo: 5WArcee AI: Virtuoso Large: 0W
Seed 2.1 Turbo (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
160 tok/svs—
Time to first token
120 msvs—
Seed 2.1 Turbo: 2WArcee AI: Virtuoso Large: 0W
Seed 2.1 Turbo (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$2.5/1Mvs$1.2/1M
Input price
$0.5/1Mvs$0.75/1M
Context window
262kvs131k
Seed 2.1 Turbo: 2WArcee AI: Virtuoso Large: 1W

Side-by-Side Benchmark Matrix

Preference Elo
Seed 2.1 Turbo1,472
lmarena · Aug 16, 2026
Arcee AI: Virtuoso Large—
Coding Elo
Seed 2.1 Turbo1,480
lmarena · Aug 16, 2026
Arcee AI: Virtuoso Large—
LiveBench
Seed 2.1 Turbo64.8%
livebench · Aug 16, 2026
Arcee AI: Virtuoso Large—
SWE-bench
Seed 2.1 Turbo63.2%
swebench · Aug 16, 2026
Arcee AI: Virtuoso Large—
GPQA Diamond
Seed 2.1 Turbo76.8%
seed-bootstrap · Aug 16, 2026
Arcee AI: Virtuoso Large—
Time to first token
Seed 2.1 Turbo120 ms
seed-bootstrap · Aug 16, 2026
Arcee AI: Virtuoso Large—
Output speed
Seed 2.1 Turbo160 tok/s
seed-bootstrap · Aug 16, 2026
Arcee AI: Virtuoso Large—
Input priceSeed 2.1 Turbo (+$0.25/1M)
Seed 2.1 Turbo$0.5/1M
openrouter · Aug 17, 2026
Arcee AI: Virtuoso Large$0.75/1M
openrouter · Aug 17, 2026
Output priceArcee AI: Virtuoso Large (+$1.3/1M)
Seed 2.1 Turbo$2.5/1M
openrouter · Aug 17, 2026
Arcee AI: Virtuoso Large$1.2/1M
openrouter · Aug 17, 2026
Context windowSeed 2.1 Turbo (+131k)
Seed 2.1 Turbo262k
openrouter · Aug 17, 2026
Arcee AI: Virtuoso Large131k
openrouter · Aug 17, 2026
BenchmarkSeed 2.1 TurboArcee AI: Virtuoso LargeAdvantage 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
$0.5/1M
openrouter · Aug 17, 2026
$0.75/1M
openrouter · Aug 17, 2026
Seed 2.1 Turbo (+$0.25/1M)
Output price
$2.5/1M
openrouter · Aug 17, 2026
$1.2/1M
openrouter · Aug 17, 2026
Arcee AI: Virtuoso Large (+$1.3/1M)
Context window
262k
openrouter · Aug 17, 2026
131k
openrouter · Aug 17, 2026
Seed 2.1 Turbo (+131k)
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 20% with Arcee AI: Virtuoso Large
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Seed 2.1 Turbo$55.00 / mo
In: $17.5Out: $37.5
Arcee AI: Virtuoso Large$44.25 / mo
In: $26.25Out: $18
Estimated Cost Delta

Arcee AI: Virtuoso Large is estimated to save $10.75/month ($129/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Arcee AI: Virtuoso Large:Pick Arcee AI: Virtuoso Large when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatArcee AI: Virtuoso Large

Lower output list price ($1.2/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGSeed 2.1 Turbo

Larger window (262k).

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 chatArcee AI: Virtuoso LargeLower output list price ($1.2/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGSeed 2.1 TurboLarger window (262k).
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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The real PNG is generated at /compare/seed-2-1-turbo-vs-virtuoso-large/opengraph-image for crawlers.

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
ByteDance

Seed 2.1 Turbo

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

Arcee AI: Virtuoso Large

Elo n/a
LiveBench—
SWE-bench—
Speed—
Output cost$1.2/1M

Frequently Asked Questions

Which is better overall, Seed 2.1 Turbo or Arcee AI: Virtuoso Large?
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, Seed 2.1 Turbo or Arcee AI: Virtuoso Large?
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?
Arcee AI: Virtuoso Large output tokens are $1.2/1M versus $2.5/1M. Input prices and retry rates still move the real bill.
Which is faster, Seed 2.1 Turbo or Arcee AI: Virtuoso Large?
We do not have TTFT for both models.
Which has the larger context window?
Seed 2.1 Turbo accepts 262k tokens versus 131k.
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. Seed 2.1 Turbo and Arcee AI: Virtuoso Large 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 Seed 2.1 Turbo matchups →|All Arcee AI: Virtuoso Large matchups →
Doubao Pro 1.5 vs Seed 2.1 TurboYi-Lightning vs Seed 2.1 TurboMistral Large 3 vs Seed 2.1 TurboGemini 2.0 Flash Thinking vs Seed 2.1 TurboGemini 3 Flash vs Seed 2.1 TurboDoubao Lite 1.5 vs Seed 2.1 Turbo