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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 5 (batch) vs GPT-5.6 Sol

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

Claude Opus 5 (batch) vs GPT-5.6 Sol benchmark

In this head-to-head showdown, Claude Opus 5 (batch) is more budget-friendly at $12.5/1M 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: Both Claude Opus 5 (batch) and GPT-5.6 Sol present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Executive Verdict Summary

Claude Opus 5 (batch) holds empirical advantage (2 of 3 metrics)

Coding / SWESWE-bench
GPT-5.6 SolTop code solve rate
ReasoningGPQA / Live
GPT-5.6 SolTop logical accuracy
Best Value$/1M Tok
Claude Opus 5 (batch)Lowest API billing cost
Speed / TokTok/Sec
GPT-5.6 SolFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

Claude Opus 5 (batch) (2)GPT-5.6 Sol (1)
Claude Opus 5 (batch)
2 of 3 Wins
✓Input price✓Output price
GPT-5.6 Sol
1 of 3 Wins
✓Context window
Anthropic
Leads 2 of 3
Claude Opus 5 (batch)

Auto-discovered from OpenRouter (anthropic/claude-opus-5:batch). Preview until a second source matches.

In: $2.5 · Out: $12.5/1M
OpenAI
Leads 1 of 3
GPT-5.6 Sol

OpenAI 5.6 flagship tier. Official API $5/$30 per 1M tokens (OpenAI pricing, Jul 30 2026 update left Sol unchanged).

Elo 1,608In: $5 · Out: $30/1M

GPT-5.6 Sol Thinking Depth & Cost Scaler

Model B

Simulate accuracy gains vs added response time & token cost

Mode: Medium (Standard)

Reasoning models “think before answering” by generating internal reasoning tokens. Higher effort improves math, coding, and logic accuracy, but increases response delay and token costs.

Delay
270 ms
Standard
CoT Tokens
~1,500
Internal reasoning
Cost / 1k
$56.50
4.9× base bill
Accuracy Boost
+4.5%
STEM & Logic
Top Rival Showdowns for Claude Opus 5 (batch)
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar LeaderClaude Opus 5 (batch) Wins

Claude Opus 5 (batch)

$12.5 / 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 standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

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

Claude Opus 5 (batch) (2)vsGPT-5.6 Sol (8)
Claude Opus 5 (batch): 2W (20%)Overall: GPT-5.6 SolGPT-5.6 Sol: 8W (80%)
← Claude Opus 5 (batch)GPT-5.6 Sol →
🏆GPT-5.6 Sol Leads(5/5)

Intelligence & Reasoning

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

Benchmark
Claude Opus 5 (batch)vsGPT-5.6 Sol
Preference Elo
—vs1,608
Coding Elo
—vs1,602
SWE-bench
—vs77.6%
LiveBench
—vs73.9%
GPQA Diamond
—vs86.8%
Claude Opus 5 (batch): 0WGPT-5.6 Sol: 5W
🏆GPT-5.6 Sol Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude Opus 5 (batch)vsGPT-5.6 Sol
Output speed
—vs84 tok/s
Time to first token
—vs270 ms
Claude Opus 5 (batch): 0WGPT-5.6 Sol: 2W
🏆Claude Opus 5 (batch) Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Claude Opus 5 (batch)vsGPT-5.6 Sol
Output price
$12.5/1Mvs$30/1M+$17.5/1M
Input price
$2.5/1Mvs$5/1M+$2.5/1M
Context window
1Mvs1.1M+50k
Claude Opus 5 (batch): 2WGPT-5.6 Sol: 1W

Side-by-Side Benchmark Matrix

Claude Opus 5 (batch)GPT-5.6 Sol
Preference Elo
Claude Opus 5 (batch)—
GPT-5.6 Sol1,608
Coding Elo
Claude Opus 5 (batch)—
GPT-5.6 Sol1,602
LiveBench
Claude Opus 5 (batch)—
GPT-5.6 Sol73.9%
SWE-bench
Claude Opus 5 (batch)—
GPT-5.6 Sol77.6%
GPQA Diamond
Claude Opus 5 (batch)—
GPT-5.6 Sol86.8%
Time to first token
Claude Opus 5 (batch)—
GPT-5.6 Sol270 ms
Output speed
Claude Opus 5 (batch)—
GPT-5.6 Sol84 tok/s
Input priceClaude Opus 5 (batch) +$2.5/1M
Claude Opus 5 (batch)$2.5/1M
GPT-5.6 Sol$5/1M
Output priceClaude Opus 5 (batch) +$17.5/1M
Claude Opus 5 (batch)$12.5/1M
GPT-5.6 Sol$30/1M
Context windowGPT-5.6 Sol +50k
Claude Opus 5 (batch)1M
GPT-5.6 Sol1.1M
BenchmarkClaude Opus 5 (batch)GPT-5.6 SolAdvantage Delta
Preference Elo—
1,608
lmarena · Aug 16, 2026
—
Coding Elo—
1,602
lmarena · Aug 16, 2026
—
LiveBench—
73.9%
livebench · Aug 16, 2026
—
SWE-bench—
77.6%
swebench · Aug 16, 2026
—
GPQA Diamond—
86.8%
seed-bootstrap · Aug 16, 2026
—
Time to first token—
270 ms
seed-bootstrap · Aug 16, 2026
—
Output speed—
84 tok/s
seed-bootstrap · Aug 16, 2026
—
Input price
$2.5/1M
openrouter · Aug 17, 2026
$5/1M
openrouter · Aug 17, 2026
+$2.5/1M
Output price
$12.5/1M
openrouter · Aug 17, 2026
$30/1M
openrouter · Aug 17, 2026
+$17.5/1M
Context window
1M
openrouter · Aug 17, 2026
1.1M
openrouter · Aug 17, 2026
+50k

Workload Cost & Savings Calculator

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

Save 56% with Claude Opus 5 (batch)
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 (batch)$275.00 / mo
In: $87.5Out: $187.5
GPT-5.6 Sol$625.00 / mo
In: $175Out: $450
Estimated Cost Delta

Claude Opus 5 (batch) is estimated to save $350.00/month ($4,200/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Claude Opus 5 (batch):Pick Claude Opus 5 (batch) when you are optimizing output cost.
  • 2
    GPT-5.6 Sol:Pick GPT-5.6 Sol for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatClaude Opus 5 (batch)

Lower output list price ($12.5/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGGPT-5.6 Sol

Larger window (1.1M).

Screenshots / visionGPT-5.6 Sol

GPT-5.6 Sol is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatClaude Opus 5 (batch)Lower output list price ($12.5/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGGPT-5.6 SolLarger window (1.1M).
Screenshots / visionGPT-5.6 SolGPT-5.6 Sol is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
compareAug 12, 2026

Grok vs ChatGPT: price and Elo, not a personality contest

Brand hub remaps to top xAI vs top OpenAI. After Aug 12 that is Grok 4.6 vs Sol.

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.

compareJul 16, 2026

Gemini vs GPT: long context versus the OpenAI flagship invoice

Hub remaps to top Google vs top OpenAI Elo. Usually 3.6 Pro vs Sol. Window vs price is the plot.

launchJul 9, 2026

GPT-5.6 Sol: OpenAI’s $5/$30 flagship tier on this leaderboard

Jul 9 2026 family; Jul 30 price update left Sol unchanged. This is the GPT side of Claude vs GPT.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Anthropic

Claude Opus 5 (batch)

Elo n/a
SWE-bench—
Speed (tok/s)1M
Input / 1M Tokens$2.5/1M
Output / 1M Tokens$12.5/1M
OpenAI

GPT-5.6 Sol

Elo 1,608
SWE-bench77.6%
Speed (tok/s)84 tok/s
Input / 1M Tokens$5/1M
Output / 1M Tokens$30/1M

Frequently Asked Questions

Which is better overall, Claude Opus 5 (batch) or GPT-5.6 Sol?
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, Claude Opus 5 (batch) or GPT-5.6 Sol?
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?
Claude Opus 5 (batch) output tokens are $12.5/1M versus $30/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Opus 5 (batch) or GPT-5.6 Sol?
We do not have TTFT for both models.
Which has the larger context window?
GPT-5.6 Sol accepts 1.1M 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 5 (batch) and GPT-5.6 Sol Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • compare · Aug 12, 2026

    Grok vs ChatGPT: price and Elo, not a personality contest

  • compare · Jul 24, 2026

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

  • compare · Jul 16, 2026

    Gemini vs GPT: long context versus the OpenAI flagship invoice

  • launch · Jul 9, 2026

    GPT-5.6 Sol: OpenAI’s $5/$30 flagship tier on this leaderboard

Similar Head-to-Head Comparisons

All Claude Opus 5 (batch) matchups →|All GPT-5.6 Sol matchups →
GPT-5.6 Sol vs GPT-5 (previous gpt-flagship)Claude Opus 4.5 vs GPT-5.6 SolClaude Opus 4.6 vs GPT-5.6 SolClaude Sonnet 4.5 vs GPT-5.6 SolGPT-4.5 Orion vs GPT-5.6 SolClaude Opus 5 vs GPT-5.6 Sol