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Every score has a dated snapshot.

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  3. Claude Opus 5 vs OpenAI: GPT-5.3-Codex

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

Claude Opus 5 vs OpenAI: GPT-5.3-Codex benchmark

In this head-to-head showdown, OpenAI: GPT-5.3-Codex is more budget-friendly at $14/1M 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: Choose Claude Opus 5 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose OpenAI: GPT-5.3-Codex if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
Share Analysis:
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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
OpenAI
OpenAI: GPT-5.3-Codex

Auto-discovered from OpenRouter (openai/gpt-5.3-codex). Preview until a second source matches.

$14/1M out

Claude Opus 5 Thinking Depth & Cost Scaler

Simulate accuracy gains vs added response time & token cost

Mode: Medium (16k budget)

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.

Thinking Delay
310 ms
Standard speed
Reasoning Depth
~3,200
Internal tokens
Cost / 1k Calls
$180.00
9.0× standard bill
Accuracy Boost
+5.2% accuracy
STEM & SWE-bench
Top Rival Showdowns for Claude Opus 5
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 Leader

OpenAI: GPT-5.3-Codex

$14 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

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 5/6
Head-to-Head Comparison

Overall Matchup Breakdown

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

Claude Opus 5 (8)vsOpenAI: GPT-5.3-Codex (2)
Claude Opus 5: 8W (80%)Overall: Claude Opus 5OpenAI: GPT-5.3-Codex: 2W (20%)
← Claude Opus 5OpenAI: GPT-5.3-Codex →
Claude Opus 5 (5/5)

Intelligence & Reasoning

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

Preference Elo
1,624vs—
Coding Elo
1,618vs—
SWE-bench
79.2%vs—
LiveBench
74.8%vs—
GPQA Diamond
87.1%vs—
Claude Opus 5: 5WOpenAI: GPT-5.3-Codex: 0W
Claude Opus 5 (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
72 tok/svs—
Time to first token
310 msvs—
Claude Opus 5: 2WOpenAI: GPT-5.3-Codex: 0W
OpenAI: GPT-5.3-Codex (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$50/1Mvs$14/1M
Input price
$10/1Mvs$1.75/1M
Context window
1Mvs400k
Claude Opus 5: 1WOpenAI: GPT-5.3-Codex: 2W

Side-by-Side Benchmark Matrix

Preference Elo
Claude Opus 51,624
lmarena · Aug 16, 2026
OpenAI: GPT-5.3-Codex—
Coding Elo
Claude Opus 51,618
lmarena · Aug 16, 2026
OpenAI: GPT-5.3-Codex—
LiveBench
Claude Opus 574.8%
livebench · Aug 16, 2026
OpenAI: GPT-5.3-Codex—
SWE-bench
Claude Opus 579.2%
swebench · Aug 16, 2026
OpenAI: GPT-5.3-Codex—
GPQA Diamond
Claude Opus 587.1%
seed-bootstrap · Aug 16, 2026
OpenAI: GPT-5.3-Codex—
Time to first token
Claude Opus 5310 ms
seed-bootstrap · Aug 16, 2026
OpenAI: GPT-5.3-Codex—
Output speed
Claude Opus 572 tok/s
seed-bootstrap · Aug 16, 2026
OpenAI: GPT-5.3-Codex—
Input priceOpenAI: GPT-5.3-Codex (+$8.25/1M)
Claude Opus 5$10/1M
openrouter · Aug 17, 2026
OpenAI: GPT-5.3-Codex$1.75/1M
openrouter · Aug 17, 2026
Output priceOpenAI: GPT-5.3-Codex (+$36/1M)
Claude Opus 5$50/1M
openrouter · Aug 17, 2026
OpenAI: GPT-5.3-Codex$14/1M
openrouter · Aug 17, 2026
Context windowClaude Opus 5 (+600k)
Claude Opus 51M
openrouter · Aug 17, 2026
OpenAI: GPT-5.3-Codex400k
openrouter · Aug 17, 2026
BenchmarkClaude Opus 5OpenAI: GPT-5.3-CodexAdvantage Delta
Preference Elo
1,624
lmarena · Aug 16, 2026
——
Coding Elo
1,618
lmarena · Aug 16, 2026
——
LiveBench
74.8%
livebench · Aug 16, 2026
——
SWE-bench
79.2%
swebench · Aug 16, 2026
——
GPQA Diamond
87.1%
seed-bootstrap · Aug 16, 2026
——
Time to first token
310 ms
seed-bootstrap · Aug 16, 2026
——
Output speed
72 tok/s
seed-bootstrap · Aug 16, 2026
——
Input price
$10/1M
openrouter · Aug 17, 2026
$1.75/1M
openrouter · Aug 17, 2026
OpenAI: GPT-5.3-Codex (+$8.25/1M)
Output price
$50/1M
openrouter · Aug 17, 2026
$14/1M
openrouter · Aug 17, 2026
OpenAI: GPT-5.3-Codex (+$36/1M)
Context window
1M
openrouter · Aug 17, 2026
400k
openrouter · Aug 17, 2026
Claude Opus 5 (+600k)
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 75% with OpenAI: GPT-5.3-Codex
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: $350Out: $750
OpenAI: GPT-5.3-Codex$271.25 / mo
In: $61.25Out: $210
Estimated Cost Delta

OpenAI: GPT-5.3-Codex is estimated to save $828.75/month ($9,945/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    OpenAI: GPT-5.3-Codex:Pick OpenAI: GPT-5.3-Codex when you are optimizing output cost.
  • 2
    Claude Opus 5:Pick Claude Opus 5 for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatOpenAI: GPT-5.3-Codex

Lower output list price ($14/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGClaude Opus 5

Larger window (1M).

Screenshots / visionClaude Opus 5

Claude Opus 5 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatOpenAI: GPT-5.3-CodexLower output list price ($14/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGClaude Opus 5Larger window (1M).
Screenshots / visionClaude Opus 5Claude Opus 5 is the side marked multimodal in the catalog.

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.

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.

launchJul 24, 2026

Claude Opus 5 is Anthropic’s default flagship — how to read it on CompareLLM

Jul 24 2026 official API at $5/$25 and a 1M window. Preference Elo is taste, not a coding exam.

Community Sentiment

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Anthropic

Claude Opus 5

Elo 1,624
LiveBench74.8%
SWE-bench79.2%
Speed72 tok/s
Output cost$50/1M
OpenAI

OpenAI: GPT-5.3-Codex

Elo n/a
LiveBench—
SWE-bench—
Speed—
Output cost$14/1M

Frequently Asked Questions

Which is better overall, Claude Opus 5 or OpenAI: GPT-5.3-Codex?
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 or OpenAI: GPT-5.3-Codex?
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?
OpenAI: GPT-5.3-Codex output tokens are $14/1M versus $50/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Opus 5 or OpenAI: GPT-5.3-Codex?
We do not have TTFT for both models.
Which has the larger context window?
Claude Opus 5 accepts 1M tokens versus 400k.
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 OpenAI: GPT-5.3-Codex Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • compare · Aug 10, 2026

    Sonnet vs Opus in 2026: same family, different invoice

  • compare · Jul 24, 2026

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

  • compare · Jul 24, 2026

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

  • launch · Jul 24, 2026

    Claude Opus 5 is Anthropic’s default flagship — how to read it on CompareLLM

Similar Head-to-Head Comparisons

All Claude Opus 5 matchups →|All OpenAI: GPT-5.3-Codex matchups →
Claude Opus 5 vs Claude Opus 4.8 (previous opus)Claude Fable 5 vs Claude Opus 5GPT-5.6 Sol vs Claude Opus 5Claude Opus 4.6 vs Claude Opus 5Claude Opus 4.5 vs Claude Opus 5GPT-5 vs Claude Opus 5