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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. Claude Opus 4.6 vs Seed 2.1 Turbo

Pairwise benchmark snapshot · Aug 16, 2026

Claude Opus 4.6 vs Seed 2.1 Turbo benchmark

This page compares Claude Opus 4.6 (Anthropic) and Seed 2.1 Turbo (ByteDance) using the latest snapshots we have as of Aug 16, 2026. On preference Elo, Claude Opus 4.6 is ahead by 102 points (1,574 vs 1,472; seed-bootstrap (Aug 1, 2026)). On SWE-bench coding, Claude Opus 4.6 resolves 75.9% versus 63.2% (seed-bootstrap (Aug 1, 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 4.6 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

Claude Opus 4.6 vs Seed 2.1 Turbo is a dated snapshot, not a lab score. Claude Opus 4.6 leads preference Elo (1,574 vs 1,472). Claude Opus 4.6 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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Anthropic

Claude Opus 4.6

Follow-on Opus release. Slightly behind 4.5 on official SWE-bench bash-only in the last published sweep; stronger long-horizon agent traces.

Elo 1,574$25/1M 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

Model A
Model B
Quick vs:vs Claude Opus 4.5vs Claude Sonnet 4.5vs Claude 3.7 Sonnetvs GPT-5

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Claude Opus 4.6 (6)vsSeed 2.1 Turbo (4)
Claude Opus 4.6: 6W (60%)Overall: Claude Opus 4.6Seed 2.1 Turbo: 4W (40%)
← Claude Opus 4.6Seed 2.1 Turbo →
Claude Opus 4.6 (5/5)

Intelligence & Reasoning

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

Preference Elo
1,574vs1,472
Coding Elo
1,570vs1,480
SWE-bench
75.9%vs63.2%
LiveBench
72%vs64.8%
GPQA Diamond
84.8%vs76.8%
Claude Opus 4.6: 5WSeed 2.1 Turbo: 0W
Seed 2.1 Turbo (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
64 tok/svs160 tok/s
Time to first token
360 msvs120 ms
Claude Opus 4.6: 0WSeed 2.1 Turbo: 2W
Seed 2.1 Turbo (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$25/1Mvs$2.5/1M
Input price
$5/1Mvs$0.5/1M
Context window
1Mvs262k
Claude Opus 4.6: 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 4.6 4/6
Preference Elo

Claude Opus 4.6

102 pts advantage

Throughput Speed

Seed 2.1 Turbo

96 tok/s faster

Price Efficiency

Seed 2.1 Turbo

$22.50/1M cheaper

Full Benchmark Score Matrix

—
Elo
High is better
+7%1,574
EloHigh is better
1,472
Code Elo
High is better
+6%1,570
Code EloHigh is better
1,480
LiveBench
High is better
+11%72%
LiveBenchHigh is better
64.8%
SWE-bench
High is better
+20%75.9%
SWE-benchHigh is better
63.2%
GPQA
High is better
+10%84.8%
GPQAHigh is better
76.8%
TTFT
Low is better
360 ms
TTFTLow is better
120 ms+200%
Speed
High is better
64 tok/s
SpeedHigh is better
160 tok/s+150%
In $
Low is better
$5/1M
In $Low is better
$0.5/1M+900%
Out $
Low is better
$25/1M
Out $Low is better
$2.5/1M+900%
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 90% 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 4.6$550.00 / mo
In: $175.00Out: $375.00
Seed 2.1 Turbo$55.00 / mo
In: $17.50Out: $37.50
Estimated Cost Delta

Seed 2.1 Turbo is estimated to save $495.00/month ($5,940/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Claude Opus 4.6:Pick Claude Opus 4.6 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 4.6

Higher SWE-bench (75.9%).

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 4.6

Larger window (1M).

Screenshots / visionClaude Opus 4.6

Both accept images. Defaulting to the higher-Elo side (Claude Opus 4.6).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsClaude Opus 4.6Higher SWE-bench (75.9%).
High-volume chatSeed 2.1 TurboLower output list price ($2.5/1M).
Voice / low-latency UISeed 2.1 TurboLower TTFT (120 ms).
Long-document RAGClaude Opus 4.6Larger window (1M).
Screenshots / visionClaude Opus 4.6Both accept images. Defaulting to the higher-Elo side (Claude Opus 4.6).

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.

launchMay 10, 2026

Claude Opus 4.6: the May follow-on that still shows up in old bookmarks

Slightly behind 4.5 on one official SWE-bench sweep; stronger long-horizon traces. We keep the row for old vs URLs.

Community Sentiment

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Anthropic

Claude Opus 4.6

Elo 1,574
LiveBench72%
SWE-bench75.9%
Speed64 tok/s
Output cost$25/1M
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 4.6 or Seed 2.1 Turbo?
Claude Opus 4.6 has the higher preference Elo in our latest snapshot (1,574). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude Opus 4.6 or Seed 2.1 Turbo?
Claude Opus 4.6 leads SWE-bench at 75.9% 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 $25/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Opus 4.6 or Seed 2.1 Turbo?
Seed 2.1 Turbo has the lower time-to-first-token (120 ms vs 360 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Claude Opus 4.6 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 4.6 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

  • launch · May 10, 2026

    Claude Opus 4.6: the May follow-on that still shows up in old bookmarks

Similar Head-to-Head Comparisons

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