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Every score has a dated snapshot.

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  3. Doubao Pro 1.5 vs Seed 2.1 Turbo

Pairwise benchmark snapshot · Aug 16, 2026

Doubao Pro 1.5 vs Seed 2.1 Turbo benchmark

In this head-to-head showdown, Seed 2.1 Turbo delivers higher overall intelligence and human-preferred responses (Elo 1,472 vs 1,470), while Seed 2.1 Turbo leads in SWE-bench software engineering benchmarks (63.2%), while Doubao Pro 1.5 is more budget-friendly at $0.28/1M per 1M output tokens, while Seed 2.1 Turbo provides faster response streaming (160 tok/s). 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 Doubao Pro 1.5 if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

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

Doubao Pro 1.5 (3)Seed 2.1 Turbo (7)
Doubao Pro 1.5
3 of 10 Wins
✓GPQA Diamond✓Input price✓Output price
Seed 2.1 Turbo
7 of 10 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓SWE-bench✓Time to first token✓Output speed✓Context window
ByteDance
Leads 3 of 10 metrics
Doubao Pro 1.5

ByteDance flagship enterprise model with ultra-low token cost and 128k context.

Elo 1,470$0.28/1M out
ByteDance
Leads 7 of 10 metrics
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$1.1/1M out

Doubao Series Lineage & Sibling Variants

3 models

Currently comparing Doubao Pro 1.5 vs Seed 2.1 Turbo. Alternative family tiers available.

Active: Doubao Pro 1.5
Active: Seed 2.1 Turbo
Doubao Lite 1.5$0.1
Top Rival Showdowns for Doubao Pro 1.5
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference LeaderSeed 2.1 Turbo Wins

Seed 2.1 Turbo

Δ 2 Arena Elo pts

Throughput LeaderSeed 2.1 Turbo Wins

Seed 2.1 Turbo

160 tok/s

Value per Dollar LeaderDoubao Pro 1.5 Wins

Doubao Pro 1.5

$0.28 / 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
Percentile 0–100
Head-to-Head Comparison

Overall Matchup Breakdown

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

Doubao Pro 1.5 (3)vsSeed 2.1 Turbo (7)
Doubao Pro 1.5: 3W (30%)Overall: Seed 2.1 TurboSeed 2.1 Turbo: 7W (70%)
← Doubao Pro 1.5Seed 2.1 Turbo →
🏆Seed 2.1 Turbo(4/5)

Intelligence & Reasoning

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

Benchmark
Doubao Pro 1.5vsSeed 2.1 Turbo
Preference Elo
1,470vs1,472+2
Coding Elo
1,465vs1,480+15
SWE-bench
62.1%vs63.2%+1.1%
LiveBench
64%vs64.8%+0.8%
GPQA Diamond
77.5%vs76.8%+0.7%
Doubao Pro 1.5: 1WSeed 2.1 Turbo: 4W
🏆Seed 2.1 Turbo(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Doubao Pro 1.5vsSeed 2.1 Turbo
Output speed
105 tok/svs160 tok/s+55 tok/s
Time to first token
190 msvs120 ms+70 ms
Doubao Pro 1.5: 0WSeed 2.1 Turbo: 2W
🏆Doubao Pro 1.5(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Doubao Pro 1.5vsSeed 2.1 Turbo
Output price
$0.28/1Mvs$1.1/1M+$0.82/1M
Input price
$0.11/1Mvs$0.27/1M+$0.16/1M
Context window
128kvs256k+128k
Doubao Pro 1.5: 2WSeed 2.1 Turbo: 1W

Side-by-Side Benchmark Matrix

Preference Elo+2
Doubao Pro 1.51,470
seed-bootstrap · Aug 1, 2026
Seed 2.1 Turbo1,472
seed-bootstrap · Aug 16, 2026
Coding Elo+15
Doubao Pro 1.51,465
seed-bootstrap · Aug 1, 2026
Seed 2.1 Turbo1,480
seed-bootstrap · Aug 16, 2026
LiveBench+0.8%
Doubao Pro 1.564%
seed-bootstrap · Aug 1, 2026
Seed 2.1 Turbo64.8%
seed-bootstrap · Aug 16, 2026
SWE-bench+1.1%
Doubao Pro 1.562.1%
seed-bootstrap · Aug 1, 2026
Seed 2.1 Turbo63.2%
seed-bootstrap · Aug 16, 2026
GPQA Diamond+0.7%
Doubao Pro 1.577.5%
seed-bootstrap · Aug 1, 2026
Seed 2.1 Turbo76.8%
seed-bootstrap · Aug 16, 2026
Time to first token+70 ms
Doubao Pro 1.5190 ms
seed-bootstrap · Aug 1, 2026
Seed 2.1 Turbo120 ms
seed-bootstrap · Aug 16, 2026
Output speed+55 tok/s
Doubao Pro 1.5105 tok/s
seed-bootstrap · Aug 1, 2026
Seed 2.1 Turbo160 tok/s
seed-bootstrap · Aug 16, 2026
Input price+$0.16/1M
Doubao Pro 1.5$0.11/1M
seed-bootstrap · Aug 1, 2026
Seed 2.1 Turbo$0.27/1M
seed-bootstrap · Aug 16, 2026
Output price+$0.82/1M
Doubao Pro 1.5$0.28/1M
seed-bootstrap · Aug 1, 2026
Seed 2.1 Turbo$1.1/1M
seed-bootstrap · Aug 16, 2026
Context window+128k
Doubao Pro 1.5128k
seed-bootstrap · Aug 1, 2026
Seed 2.1 Turbo256k
seed-bootstrap · Aug 16, 2026
BenchmarkDoubao Pro 1.5Seed 2.1 TurboAdvantage Delta
Preference Elo
1,470
seed-bootstrap · Aug 1, 2026
1,472
seed-bootstrap · Aug 16, 2026
+2
Coding Elo
1,465
seed-bootstrap · Aug 1, 2026
1,480
seed-bootstrap · Aug 16, 2026
+15
LiveBench
64%
seed-bootstrap · Aug 1, 2026
64.8%
seed-bootstrap · Aug 16, 2026
+0.8%
SWE-bench
62.1%
seed-bootstrap · Aug 1, 2026
63.2%
seed-bootstrap · Aug 16, 2026
+1.1%
GPQA Diamond
77.5%
seed-bootstrap · Aug 1, 2026
76.8%
seed-bootstrap · Aug 16, 2026
+0.7%
Time to first token
190 ms
seed-bootstrap · Aug 1, 2026
120 ms
seed-bootstrap · Aug 16, 2026
+70 ms
Output speed
105 tok/s
seed-bootstrap · Aug 1, 2026
160 tok/s
seed-bootstrap · Aug 16, 2026
+55 tok/s
Input price
$0.11/1M
seed-bootstrap · Aug 1, 2026
$0.27/1M
seed-bootstrap · Aug 16, 2026
+$0.16/1M
Output price
$0.28/1M
seed-bootstrap · Aug 1, 2026
$1.1/1M
seed-bootstrap · Aug 16, 2026
+$0.82/1M
Context window
128k
seed-bootstrap · Aug 1, 2026
256k
seed-bootstrap · Aug 16, 2026
+128k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 69% with Doubao Pro 1.5
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Doubao Pro 1.5$8.05 / mo
In: $3.85Out: $4.2
Seed 2.1 Turbo$25.95 / mo
In: $9.45Out: $16.5
Estimated Cost Delta

Doubao Pro 1.5 is estimated to save $17.90/month ($215/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Seed 2.1 Turbo:Pick Seed 2.1 Turbo when repo-level coding accuracy is the constraint.
  • 2
    Doubao Pro 1.5:Pick Doubao Pro 1.5 when you are optimizing output cost.
  • 3
    Seed 2.1 Turbo:Pick Seed 2.1 Turbo when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsSeed 2.1 Turbo

Higher SWE-bench (63.2%).

High-volume chatDoubao Pro 1.5

Lower output list price ($0.28/1M).

Voice / low-latency UISeed 2.1 Turbo

Lower TTFT (120 ms).

Long-document RAGSeed 2.1 Turbo

Larger window (256k).

Screenshots / visionSeed 2.1 Turbo

Both accept images. Defaulting to the higher-Elo side (Seed 2.1 Turbo).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsSeed 2.1 TurboHigher SWE-bench (63.2%).
High-volume chatDoubao Pro 1.5Lower output list price ($0.28/1M).
Voice / low-latency UISeed 2.1 TurboLower TTFT (120 ms).
Long-document RAGSeed 2.1 TurboLarger window (256k).
Screenshots / visionSeed 2.1 TurboBoth accept images. Defaulting to the higher-Elo side (Seed 2.1 Turbo).

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.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
ByteDance

Doubao Pro 1.5

Elo 1,470
SWE-bench62.1%
Speed (tok/s)105 tok/s
Input / 1M Tokens$0.11/1M
Output / 1M Tokens$0.28/1M
ByteDance

Seed 2.1 Turbo

Elo 1,472
SWE-bench63.2%
Speed (tok/s)160 tok/s
Input / 1M Tokens$0.27/1M
Output / 1M Tokens$1.1/1M

Frequently Asked Questions

Which is better overall, Doubao Pro 1.5 or Seed 2.1 Turbo?
Seed 2.1 Turbo has the higher preference Elo in our latest snapshot (1,472). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Doubao Pro 1.5 or Seed 2.1 Turbo?
Seed 2.1 Turbo leads SWE-bench at 63.2% vs 62.1%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Doubao Pro 1.5 output tokens are $0.28/1M versus $1.1/1M. Input prices and retry rates still move the real bill.
Which is faster, Doubao Pro 1.5 or Seed 2.1 Turbo?
Seed 2.1 Turbo has the lower time-to-first-token (120 ms vs 190 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Seed 2.1 Turbo accepts 256k tokens versus 128k.
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. Doubao Pro 1.5 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 Doubao Pro 1.5 matchups →|All Seed 2.1 Turbo matchups →
Doubao Pro 1.5 vs Doubao Lite 1.5 (previous seed)Yi-Lightning vs Seed 2.1 TurboMistral Large 3 vs Doubao Pro 1.5Gemini 2.0 Flash Thinking vs Seed 2.1 TurboGemini 3 Flash vs Seed 2.1 TurboGemini 3.6 Flash vs Seed 2.1 Turbo