Pairwise benchmark snapshot · Aug 16, 2026

Claude Opus 5 vs Seed 2.1 Turbo benchmark

Name: Claude Opus 5 vs Seed 2.1 Turbo AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

This page compares Claude Opus 5 (Anthropic) and Seed 2.1 Turbo (ByteDance) using the latest snapshots we have as of Aug 16, 2026. On preference Elo, Claude Opus 5 is ahead by 152 points (1,624 vs 1,472; seed-bootstrap (Aug 16, 2026)). On SWE-bench coding, Claude Opus 5 resolves 79.2% versus 63.2% (seed-bootstrap (Aug 16, 2026)). Seed 2.1 Turbo streams faster (160 tok/s) while Seed 2.1 Turbo is the cheaper output token ($2.5/1M). Claude Opus 5 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.

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Anthropic

Claude Opus 5

Anthropic current default flagship. Official API $5/$25 per 1M tokens and a 1M context window (Anthropic, Jul 24 2026).

Elo 1,624$50/1M 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

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Model A

Model B

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

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Claude Opus 5 (6)vsSeed 2.1 Turbo (4)

Claude Opus 5: 6W (60%)Overall: Claude Opus 5Seed 2.1 Turbo: 4W (40%)

← Claude Opus 5Seed 2.1 Turbo →

Claude Opus 5 (5/5)

Intelligence & Reasoning

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

Preference Elo

1,624vs1,472

Coding Elo

1,618vs1,480

SWE-bench

79.2%vs63.2%

LiveBench

74.8%vs64.8%

GPQA Diamond

87.1%vs76.8%

Claude Opus 5: 5WSeed 2.1 Turbo: 0W

Seed 2.1 Turbo (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed

72 tok/svs160 tok/s

Time to first token

310 msvs120 ms

Claude Opus 5: 0WSeed 2.1 Turbo: 2W

Seed 2.1 Turbo (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price

$50/1Mvs$2.5/1M

Input price

$10/1Mvs$0.5/1M

Context window

1Mvs262k

Claude Opus 5: 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 AdvantageClaude Opus 5 4/6

Preference Elo

Claude Opus 5

152 pts advantage

Throughput Speed

Seed 2.1 Turbo

88 tok/s faster

Price Efficiency

Seed 2.1 Turbo

$47.50/1M cheaper

Full Benchmark Score Matrix

—

Elo

High is better

+10%1,624

EloHigh is better

1,472

Code Elo

High is better

+9%1,618

Code EloHigh is better

1,480

LiveBench

High is better

+15%74.8%

LiveBenchHigh is better

64.8%

SWE-bench

High is better

+25%79.2%

SWE-benchHigh is better

63.2%

GPQA

High is better

+13%87.1%

GPQAHigh is better

76.8%

TTFT

Low is better

310 ms

TTFTLow is better

120 ms+158%

Speed

High is better

72 tok/s

SpeedHigh is better

160 tok/s+122%

In $

Low is better

$10/1M

In $Low is better

$0.5/1M+1900%

Out $

Low is better

$50/1M

Out $Low is better

$2.5/1M+1900%

Context

High is better

+281%1M

ContextHigh is better

262k

Interactive Simulator

Workload Cost & Savings Calculator

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

Save up to 95% 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)

Claude Opus 5$1,100.00 / mo

In: $350.00Out: $750.00

Seed 2.1 Turbo$55.00 / mo

In: $17.50Out: $37.50

Estimated Cost Delta

Seed 2.1 Turbo is estimated to save $1,045.00/month ($12,540/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

1
Claude Opus 5:Pick Claude Opus 5 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
Seed 2.1 Turbo:Pick Seed 2.1 Turbo when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsClaude Opus 5

Higher SWE-bench (79.2%).

High-volume chatSeed 2.1 Turbo

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

Voice / low-latency UISeed 2.1 Turbo

Lower TTFT (120 ms).

Long-document RAGClaude Opus 5

Larger window (1M).

Screenshots / visionClaude Opus 5

Both accept images. Defaulting to the higher-Elo side (Claude Opus 5).

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	Claude Opus 5	Higher SWE-bench (79.2%).
High-volume chat	Seed 2.1 Turbo	Lower output list price ($2.5/1M).
Voice / low-latency UI	Seed 2.1 Turbo	Lower TTFT (120 ms).
Long-document RAG	Claude Opus 5	Larger window (1M).
Screenshots / vision	Claude Opus 5	Both accept images. Defaulting to the higher-Elo side (Claude Opus 5).

Related Editorial Dispatches & Benchmark Notes

View all news

compareAug 10, 2026

Sonnet vs Opus in 2026: same family, different invoice

Usually Sonnet 5 vs Opus 5. Coding delta versus output $/1M. The workhorse question.

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.

compareJul 24, 2026

Claude vs Gemini: coding, Elo, and output price — not a brand mashup

Top Anthropic vs top Google. Usually Opus 5 vs 3.6 Pro. Two different invoices.

compareJul 24, 2026

Claude vs GPT benchmark: this hub always remaps to the current Elo leaders

Not a frozen 2025 article. Today that is usually Opus 5 vs GPT-5.6 Sol. Dated cells, not a brand fight.

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LIVE

Anthropic

Claude Opus 5

Elo 1,624

LiveBench74.8%

SWE-bench79.2%

Speed72 tok/s

Output cost$50/1M

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, Claude Opus 5 or Seed 2.1 Turbo?: Claude Opus 5 has the higher preference Elo in our latest snapshot (1,624). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude Opus 5 or Seed 2.1 Turbo?: Claude Opus 5 leads SWE-bench at 79.2% 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 $50/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Opus 5 or Seed 2.1 Turbo?: Seed 2.1 Turbo has the lower time-to-first-token (120 ms vs 310 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?: Claude Opus 5 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. Claude Opus 5 and Seed 2.1 Turbo Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Claude Opus 5 matchups →|All Seed 2.1 Turbo matchups →

Claude Opus 5 vs Claude Opus 4.8 (previous opus)Seed 2.1 Turbo vs Doubao Pro 1.5 (previous seed)Claude Fable 5 vs Claude Opus 5 Claude Opus 4.6 vs Claude Opus 5 Claude Opus 4.5 vs Claude Opus 5 Claude Sonnet 5 vs Claude Opus 5

Claude Opus 5 vs Seed 2.1 Turbo benchmark

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Claude Opus 5 (6)vsSeed 2.1 Turbo (4)

Claude Opus 5: 6W (60%)Overall: Claude Opus 5Seed 2.1 Turbo: 4W (40%)

← Claude Opus 5Seed 2.1 Turbo →

Claude Opus 5 (5/5)

Intelligence & Reasoning

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

Preference Elo

1,624vs1,472

Coding Elo

1,618vs1,480

SWE-bench

79.2%vs63.2%

LiveBench

74.8%vs64.8%

GPQA Diamond

87.1%vs76.8%

Claude Opus 5: 5WSeed 2.1 Turbo: 0W

Seed 2.1 Turbo (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed

72 tok/svs160 tok/s

Time to first token

310 msvs120 ms

Claude Opus 5: 0WSeed 2.1 Turbo: 2W

Seed 2.1 Turbo (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price

$50/1Mvs$2.5/1M

Input price

$10/1Mvs$0.5/1M

Context window

1Mvs262k

Claude Opus 5: 1WSeed 2.1 Turbo: 2W

Recommended Workload Routing

Repo / coding agentsClaude Opus 5

Higher SWE-bench (79.2%).

High-volume chatSeed 2.1 Turbo

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

Voice / low-latency UISeed 2.1 Turbo

Lower TTFT (120 ms).

Long-document RAGClaude Opus 5

Larger window (1M).

Screenshots / visionClaude Opus 5

Both accept images. Defaulting to the higher-Elo side (Claude Opus 5).

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	Claude Opus 5	Higher SWE-bench (79.2%).
High-volume chat	Seed 2.1 Turbo	Lower output list price ($2.5/1M).
Voice / low-latency UI	Seed 2.1 Turbo	Lower TTFT (120 ms).
Long-document RAG	Claude Opus 5	Larger window (1M).
Screenshots / vision	Claude Opus 5	Both accept images. Defaulting to the higher-Elo side (Claude Opus 5).

Frequently Asked Questions

Which is better overall, Claude Opus 5 or Seed 2.1 Turbo?

Claude Opus 5 has the higher preference Elo in our latest snapshot (1,624). “Better” still depends on coding, price, and latency — see the table.

Which is better at coding, Claude Opus 5 or Seed 2.1 Turbo?

Claude Opus 5 leads SWE-bench at 79.2% 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 $50/1M. Input prices and retry rates still move the real bill.

Which is faster, Claude Opus 5 or Seed 2.1 Turbo?

Seed 2.1 Turbo has the lower time-to-first-token (120 ms vs 310 ms). Tokens/sec is a separate column if you care about long completions.

Which has the larger context window?

Claude Opus 5 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. Claude Opus 5 and Seed 2.1 Turbo Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Swap or Add Any Model to this Matchup

Interactive Comparison Diagram

Tug-of-War Matchup Matrix

Intelligence & Reasoning

Speed & Latency

Pricing & Capacity

Multi-Dimensional Capability Radar

Claude Opus 5

Seed 2.1 Turbo

Seed 2.1 Turbo

Full Benchmark Score Matrix

Workload Cost & Savings Calculator

Key Selection Recommendations

Recommended Workload Routing

Related Editorial Dispatches & Benchmark Notes

Sonnet vs Opus in 2026: same family, different invoice

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

Claude vs Gemini: coding, Elo, and output price — not a brand mashup

Claude vs GPT benchmark: this hub always remaps to the current Elo leaders

Cast Your Matchup Vote

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CompareLLM Matrix

Claude Opus 5

Seed 2.1 Turbo

Frequently Asked Questions

Related news

Similar Head-to-Head Comparisons

Swap or Add Any Model to this Matchup

Interactive Comparison Diagram

Tug-of-War Matchup Matrix

Intelligence & Reasoning

Speed & Latency

Pricing & Capacity

Multi-Dimensional Capability Radar

Claude Opus 5

Seed 2.1 Turbo

Seed 2.1 Turbo

Full Benchmark Score Matrix

Workload Cost & Savings Calculator

Key Selection Recommendations

Recommended Workload Routing

Related Editorial Dispatches & Benchmark Notes

Sonnet vs Opus in 2026: same family, different invoice

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

Claude vs Gemini: coding, Elo, and output price — not a brand mashup

Claude vs GPT benchmark: this hub always remaps to the current Elo leaders

Cast Your Matchup Vote

Community Discussions (0)

Share card

CompareLLM Matrix

Claude Opus 5

Seed 2.1 Turbo

Frequently Asked Questions

Related news

Similar Head-to-Head Comparisons