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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 3.5 Sonnet vs OpenAI: GPT-5.6 Sol Pro

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

Claude 3.5 Sonnet vs OpenAI: GPT-5.6 Sol Pro benchmark

In this head-to-head showdown, Claude 3.5 Sonnet is more budget-friendly at $15/1M 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 3.5 Sonnet and OpenAI: GPT-5.6 Sol Pro present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Verified Head-to-Head Advantage Breakdown

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

Claude 3.5 Sonnet (2)OpenAI: GPT-5.6 Sol Pro (1)
Claude 3.5 Sonnet
2 of 3 Wins
✓Input price✓Output price
OpenAI: GPT-5.6 Sol Pro
1 of 3 Wins
✓Context window
Anthropic
Leads 2 of 3 metrics
Claude 3.5 Sonnet

2024 workhorse. Still a high-intent compare against GPT-4o.

Elo 1,280$15/1M out
OpenAI
Leads 1 of 3 metrics
OpenAI: GPT-5.6 Sol Pro

Auto-discovered from OpenRouter (openai/gpt-5.6-sol-pro). Preview until a second source matches.

$30/1M out
Top Rival Showdowns for Claude 3.5 Sonnet
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 3.5 Sonnet Wins

Claude 3.5 Sonnet

$15 / 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
0–100 %ile
Head-to-Head Comparison

Overall Matchup Breakdown

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

Claude 3.5 Sonnet (8)vsOpenAI: GPT-5.6 Sol Pro (1)
Claude 3.5 Sonnet: 8W (89%)Overall: Claude 3.5 SonnetOpenAI: GPT-5.6 Sol Pro: 1W (11%)
← Claude 3.5 SonnetOpenAI: GPT-5.6 Sol Pro →
🏆Claude 3.5 Sonnet(4/5)

Intelligence & Reasoning

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

Benchmark
Claude 3.5 SonnetvsOpenAI: GPT-5.6 Sol Pro
Preference Elo
1,280vs—
Coding Elo
—vs—
SWE-bench
49%vs—
LiveBench
52.1%vs—
GPQA Diamond
65%vs—
Claude 3.5 Sonnet: 4WOpenAI: GPT-5.6 Sol Pro: 0W
🏆Claude 3.5 Sonnet(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude 3.5 SonnetvsOpenAI: GPT-5.6 Sol Pro
Output speed
80 tok/svs—
Time to first token
280 msvs—
Claude 3.5 Sonnet: 2WOpenAI: GPT-5.6 Sol Pro: 0W
🏆Claude 3.5 Sonnet(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Claude 3.5 SonnetvsOpenAI: GPT-5.6 Sol Pro
Output price
$15/1Mvs$30/1M+$15/1M
Input price
$3/1Mvs$5/1M+$2/1M
Context window
200kvs1.1M+850k
Claude 3.5 Sonnet: 2WOpenAI: GPT-5.6 Sol Pro: 1W

Side-by-Side Benchmark Matrix

Preference Elo
Claude 3.5 Sonnet1,280
lmarena · Aug 17, 2026
OpenAI: GPT-5.6 Sol Pro—
LiveBench
Claude 3.5 Sonnet52.1%
livebench · Aug 17, 2026
OpenAI: GPT-5.6 Sol Pro—
SWE-bench
Claude 3.5 Sonnet49%
swebench · Aug 17, 2026
OpenAI: GPT-5.6 Sol Pro—
GPQA Diamond
Claude 3.5 Sonnet65%
seed-bootstrap · Aug 1, 2026
OpenAI: GPT-5.6 Sol Pro—
Time to first token
Claude 3.5 Sonnet280 ms
seed-bootstrap · Aug 1, 2026
OpenAI: GPT-5.6 Sol Pro—
Output speed
Claude 3.5 Sonnet80 tok/s
seed-bootstrap · Aug 1, 2026
OpenAI: GPT-5.6 Sol Pro—
Input price+$2/1M
Claude 3.5 Sonnet$3/1M
seed-bootstrap · Aug 1, 2026
OpenAI: GPT-5.6 Sol Pro$5/1M
openrouter · Aug 17, 2026
Output price+$15/1M
Claude 3.5 Sonnet$15/1M
seed-bootstrap · Aug 1, 2026
OpenAI: GPT-5.6 Sol Pro$30/1M
openrouter · Aug 17, 2026
Context window+850k
Claude 3.5 Sonnet200k
seed-bootstrap · Aug 1, 2026
OpenAI: GPT-5.6 Sol Pro1.1M
openrouter · Aug 17, 2026
BenchmarkClaude 3.5 SonnetOpenAI: GPT-5.6 Sol ProAdvantage Delta
Preference Elo
1,280
lmarena · Aug 17, 2026
——
LiveBench
52.1%
livebench · Aug 17, 2026
——
SWE-bench
49%
swebench · Aug 17, 2026
——
GPQA Diamond
65%
seed-bootstrap · Aug 1, 2026
——
Time to first token
280 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
80 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$3/1M
seed-bootstrap · Aug 1, 2026
$5/1M
openrouter · Aug 17, 2026
+$2/1M
Output price
$15/1M
seed-bootstrap · Aug 1, 2026
$30/1M
openrouter · Aug 17, 2026
+$15/1M
Context window
200k
seed-bootstrap · Aug 1, 2026
1.1M
openrouter · Aug 17, 2026
+850k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 47% with Claude 3.5 Sonnet
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Claude 3.5 Sonnet$330.00 / mo
In: $105Out: $225
OpenAI: GPT-5.6 Sol Pro$625.00 / mo
In: $175Out: $450
Estimated Cost Delta

Claude 3.5 Sonnet is estimated to save $295.00/month ($3,540/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Claude 3.5 Sonnet:Pick Claude 3.5 Sonnet when you are optimizing output cost.
  • 2
    OpenAI: GPT-5.6 Sol Pro:Pick OpenAI: GPT-5.6 Sol Pro for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatClaude 3.5 Sonnet

Lower output list price ($15/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGOpenAI: GPT-5.6 Sol Pro

Larger window (1.1M).

Screenshots / visionClaude 3.5 Sonnet

Claude 3.5 Sonnet is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatClaude 3.5 SonnetLower output list price ($15/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGOpenAI: GPT-5.6 Sol ProLarger window (1.1M).
Screenshots / visionClaude 3.5 SonnetClaude 3.5 Sonnet is the side marked multimodal in the catalog.
Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Anthropic

Claude 3.5 Sonnet

Elo 1,280
SWE-bench49%
Speed (tok/s)80 tok/s
Input / 1M Tokens$3/1M
Output / 1M Tokens$15/1M
OpenAI

OpenAI: GPT-5.6 Sol Pro

Elo n/a
SWE-bench—
Speed (tok/s)1.1M
Input / 1M Tokens$5/1M
Output / 1M Tokens$30/1M

Frequently Asked Questions

Which is better overall, Claude 3.5 Sonnet or OpenAI: GPT-5.6 Sol Pro?
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 3.5 Sonnet or OpenAI: GPT-5.6 Sol Pro?
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 3.5 Sonnet output tokens are $15/1M versus $30/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude 3.5 Sonnet or OpenAI: GPT-5.6 Sol Pro?
We do not have TTFT for both models.
Which has the larger context window?
OpenAI: GPT-5.6 Sol Pro accepts 1.1M tokens versus 200k.
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 3.5 Sonnet and OpenAI: GPT-5.6 Sol Pro Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Claude 3.5 Sonnet matchups →|All OpenAI: GPT-5.6 Sol Pro matchups →
Claude 3.5 Sonnet vs Claude 3.7 Sonnet (next sonnet)Claude Opus 4.5 vs Claude 3.5 SonnetClaude Opus 4.6 vs Claude 3.5 SonnetClaude Sonnet 4.5 vs Claude 3.5 SonnetGPT-5 vs Claude 3.5 SonnetGPT-4.5 Orion vs Claude 3.5 Sonnet