BlogLLM Benchmark Scores as Published, Side by Side
GPT-5.3-Codex: Benchmark Scores as Published
Every result the catalog holds for GPT-5.3-Codex: 12 tests in 7 areas, from 5 pages. All were printed by OpenAI itself. Each number is as printed; nothing is ranked or rescored.
Developer OpenAIReleased 2026-02-05Context window 400KMax output 128KInput Text, imageOutput TextWeights ClosedData version 2026103001, as of 2026-10-30
Knowledge Work
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Vals Finance Agent v1.1 | 54% | OpenAI, Introducing GPT-5.4checked 2026-10-15 | Effort: xhigh |
| OfficeQA | 65.1% | OpenAI, Introducing GPT-5.4checked 2026-10-15 | Effort: xhigh |
| GDPval (wins or ties) | 70.9% | OpenAI, Introducing GPT-5.3-Codexchecked 2026-10-15; printed on 1 more page | Effort: xhigh |
| Investment Banking Modeling Tasks (Internal) | 79.3% | OpenAI, Introducing GPT-5.4checked 2026-10-15 | Effort: xhigh |
Agentic Coding
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| SWE-Bench Pro | 56.8% | OpenAI, Introducing GPT-5.3-Codexchecked 2026-10-15; printed on 2 more pages | Effort: xhigh |
| Terminal-Bench 2.0 | 77.3% | OpenAI, Introducing GPT-5.3-Codexchecked 2026-10-15; printed on 2 more pages | Effort: xhigh |
| SWE-Lancer IC Diamond | 81.4% | OpenAI, Introducing GPT-5.3-Codexchecked 2026-10-15 | Effort: xhigh |
Science and Math
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPQA Diamond | 92.6% | OpenAI, Introducing GPT-5.4checked 2026-10-15 | Effort: xhigh |
Computer Use
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| OSWorld-Verified | 64.7% | OpenAI, Introducing GPT-5.3-Codexchecked 2026-10-15; printed on 1 more page | Effort: xhigh |
Cybersecurity
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Capture the Flag challenges | 77.6% | OpenAI, Introducing GPT-5.3-Codexchecked 2026-10-15 | Effort: xhigh |
Tool Use and Workflows
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Toolathlon | 51.9% | OpenAI, Introducing GPT-5.4checked 2026-10-15 | Effort: xhigh |
Web Search and Research
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| BrowseComp | 77.3% | OpenAI, Introducing GPT-5.4checked 2026-10-15 | Effort: xhigh |
Price
API list prices in US dollars per one million tokens, as printed on the developer's pricing page on the day checked. Cost per task is measured by Vals AI.
| Price | Value | Printed by | Setup as printed |
|---|---|---|---|
| Input | $1.75 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Cached input | $0.175 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Output | $14 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Input, fast | $3.5 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Cached input, fast | $0.35 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Output, fast | $28 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Cost per taskVals AI, USD, lower is better | $11.91 | Vals AI, Vibe Code Bench v1.1 leaderboardchecked 2026-10-27 | Harness: OpenHands |
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Every number here is read from the same catalog file as the benchmark table, data version 2026103001. Where one page printed the model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.