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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 Claude Opus 4.8

Pairwise benchmark snapshot · Aug 16, 2026

Claude Opus 4.6 vs Claude Opus 4.8 benchmark

This page compares Claude Opus 4.6 (Anthropic) and Claude Opus 4.8 (Anthropic) using the latest snapshots we have as of Aug 16, 2026. On preference Elo, Claude Opus 4.8 is ahead by 24 points (1,598 vs 1,574; seed-bootstrap (Aug 16, 2026)). On SWE-bench coding, Claude Opus 4.8 resolves 78.4% versus 75.9% (seed-bootstrap (Aug 16, 2026)). Claude Opus 4.8 streams faster (66 tok/s) while Claude Opus 4.6 is the cheaper output token ($25/1M). 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 Claude Opus 4.8 is a dated snapshot, not a lab score. Claude Opus 4.8 leads preference Elo (1,598 vs 1,574). Claude Opus 4.8 leads SWE-bench coding. Claude Opus 4.6 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

Anthropic

Claude Opus 4.8

Prior Opus generation still billed at $5/$25. Kept as a compare baseline against Opus 5.

Elo 1,598$25/1M 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 (0)vsClaude Opus 4.8 (7)
Claude Opus 4.6: 0W (0%)Overall: Claude Opus 4.8Claude Opus 4.8: 7W (100%)
← Claude Opus 4.63 tiesClaude Opus 4.8 →
Claude Opus 4.8 (5/5)

Intelligence & Reasoning

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

Preference Elo
1,574vs1,598
Coding Elo
1,570vs1,604
SWE-bench
75.9%vs78.4%
LiveBench
72%vs73.6%
GPQA Diamond
84.8%vs86.2%
Claude Opus 4.6: 0WClaude Opus 4.8: 5W
Claude Opus 4.8 (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
64 tok/svs66 tok/s
Time to first token
360 msvs330 ms
Claude Opus 4.6: 0WClaude Opus 4.8: 2W
Tied (0/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$25/1Mvs$25/1M
Input price
$5/1Mvs$5/1M
Context window
1Mvs1M
Claude Opus 4.6: 0WClaude Opus 4.8: 0W
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 4.8 4/6
Preference Elo

Claude Opus 4.8

24 pts advantage

Throughput Speed

Claude Opus 4.8

2 tok/s faster

Price Efficiency

Claude Opus 4.6

Same token price

Full Benchmark Score Matrix

—
Elo
High is better
1,574
EloHigh is better
1,598+2%
Code Elo
High is better
1,570
Code EloHigh is better
1,604+2%
LiveBench
High is better
72%
LiveBenchHigh is better
73.6%+2%
SWE-bench
High is better
75.9%
SWE-benchHigh is better
78.4%+3%
GPQA
High is better
84.8%
GPQAHigh is better
86.2%+2%
TTFT
Low is better
360 ms
TTFTLow is better
330 ms+9%
Speed
High is better
64 tok/s
SpeedHigh is better
66 tok/s+3%
In $
Low is better
$5/1M
In $Low is better
$5/1M
Out $
Low is better
$25/1M
Out $Low is better
$25/1M
Context
High is better
1M
ContextHigh is better
1M
Interactive Simulator

Workload Cost & Savings Calculator

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

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
Claude Opus 4.8$550.00 / mo
In: $175.00Out: $375.00

Key Selection Recommendations

  • 1
    Claude Opus 4.8:Pick Claude Opus 4.8 when repo-level coding accuracy is the constraint.
  • 2
    Claude Opus 4.6:Pick Claude Opus 4.6 when you are optimizing output cost.
  • 3
    Claude Opus 4.8:Pick Claude Opus 4.8 when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsClaude Opus 4.8

Higher SWE-bench (78.4%).

High-volume chatClaude Opus 4.6

Lower output list price ($25/1M).

Voice / low-latency UIClaude Opus 4.8

Lower TTFT (330 ms).

Long-document RAGClaude Opus 4.6

Larger window (1M).

Screenshots / visionClaude Opus 4.8

Both accept images. Defaulting to the higher-Elo side (Claude Opus 4.8).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsClaude Opus 4.8Higher SWE-bench (78.4%).
High-volume chatClaude Opus 4.6Lower output list price ($25/1M).
Voice / low-latency UIClaude Opus 4.8Lower TTFT (330 ms).
Long-document RAGClaude Opus 4.6Larger window (1M).
Screenshots / visionClaude Opus 4.8Both accept images. Defaulting to the higher-Elo side (Claude Opus 4.8).

Related Editorial Dispatches & Benchmark Notes

View all news
launchJun 20, 2026

Keep Opus 4.8 on the board: a baseline, not a flagship

Opus 4.8 still bills $5/$25. We keep it so Opus 5 vs 4.8 is a real generation delta, not marketing.

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
Anthropic

Claude Opus 4.8

Elo 1,598
LiveBench73.6%
SWE-bench78.4%
Speed66 tok/s
Output cost$25/1M

Frequently Asked Questions

Which is better overall, Claude Opus 4.6 or Claude Opus 4.8?
Claude Opus 4.8 has the higher preference Elo in our latest snapshot (1,598). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude Opus 4.6 or Claude Opus 4.8?
Claude Opus 4.8 leads SWE-bench at 78.4% vs 75.9%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Claude Opus 4.6 output tokens are $25/1M versus $25/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Opus 4.6 or Claude Opus 4.8?
Claude Opus 4.8 has the lower time-to-first-token (330 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 1M.
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 Claude Opus 4.8 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Jun 20, 2026

    Keep Opus 4.8 on the board: a baseline, not a flagship

  • 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 Claude Opus 4.8 matchups →
Claude Opus 4.6 vs Claude Opus 4.5 (previous opus)Claude Opus 4.8 vs Claude Opus 5 (next opus)Claude Sonnet 5 vs Claude Opus 4.6Claude Fable 5 vs Claude Opus 4.8Claude Sonnet 4.5 vs Claude Opus 4.6Gemini 3.6 Pro vs Claude Opus 4.6