New: Claude Fable 5.2 eval report is here.Read the report ↗

Explore GPT-6 Cyber’s published benchmark results and provider offerings below. More comparable task results are needed to describe its strongest areas.

Updated: Data as of:

Reported highlights

Published scores for GPT-6 Cyber; no comparative rank is assigned
BenchmarkMeasuresScore
CyScenarioBench ↗OpenAI GPT-6 Cyber / unique task setCoding agents61% (opens in a new tab)
ExploitGym ↗OpenAI GPT-6 Cyber launchCoding agents48.5% (opens in a new tab)
RemoteExploitBench ↗OpenAI GPT-6 Cyber launchCoding agents95% (opens in a new tab)

Model details

Proprietary3 benchmarks
Specifications for GPT-6 Cyber
ModelGPT-6 Cyber
Agent Index v1.3Insufficient coverage (0/7) · Preview
CreatorOpenAI (opens in a new tab)
AvailabilityProprietary
Context sizeNot reported
Max outputNot reported
Knowledge cutoffNot reported
LicenseNot reported

Pricing and performance

Per provider and reported configuration. Prices are USD per 1M tokens.

No provider pricing or performance reports have been added for this model yet.

Blended token cost

USD per 1M tokens · 50% input + 50% output · lower is better

No sourced current price for GPT-6 Cyber.10 of 45 priced models selected
Pricing details and sources

Blended cost = (input price + output price) ÷ 2: 500,000 input and 500,000 output tokens. Each model uses its lowest sourced current provider rate, excluding batch and Flex tiers. Cache discounts, tool fees and workload-specific token usage are excluded. 52 models without complete sourced current prices are unavailable in this comparison. The default selection is this model and the nine closest in blended cost; if this model has no price, we show the ten cheapest. The scale stays fixed across pages of your selection.

Pricing sources for selected models
ModelInput / 1MOutput / 1MBlended / 1MProvider / source
DeepSeek V4.1 Flash 1017$0.098$0.294$0.196DeepInfraDeepSeek V4.1 Flash 1017 (max) · Checked 2026-11-02
DeepSeek V4.1 Flash$0.14$0.42$0.28DeepInfraDeepSeek V4.1 Flash (max) · Checked 2026-11-02
Claude Haiku 5.5$0.10$0.50$0.30Anthropic ↗Standard API, prompts up to 100K input tokens · Checked 2026-11-02
GPT-6 Luna$0.10$0.50$0.30OpenAI ↗Standard API, prompts up to 272K input tokens · Checked 2026-11-02
GLM-5.3-Flash$0.15$0.50$0.325Z.aiGLM-5.3-Flash · Checked 2026-11-02
MiniMax M3.1 Flash$0.143$0.57$0.356GMIMiniMax-M3.1-Flash · Checked 2026-11-02
GLM-5.3$0.20$0.64$0.42Multiverse ComputingGLM-5.3 (max) · Checked 2026-11-02
MiMo-V2.6-Pro$0.435$0.87$0.653Xiaomi ↗Standard API, USD, uncached input · Checked 2026-11-02
MiniMax M3$0.30$1.20$0.75MiniMaxMiniMax-M3 · Checked 2026-11-02
DeepSeek V4 Pro 0813$0.50$2.00$1.25SystalyzeDeepSeek V4 Pro 0813 (max) · Checked 2026-11-02

Output speed

Output tokens per second · higher is better

No sourced output speed for GPT-6 Cyber.10 of 33 models with reports selected
Measurement details and sources

Output speed measures generated tokens per second. Each model uses its fastest sourced current provider report. Batch and Flex tiers are excluded. Provider, configuration, prompt and reporting methods can differ, so these are reported observations rather than controlled head-to-head tests. 64 models have no qualifying sourced speed report. Defaults include this model and the nine closest reported values, or the ten leading models if this model has no report. The scale stays fixed across selected pages.

Output speed sources for selected models
ModelOutput speedProvider / configurationMeasurementSource
DeepSeek V4.1 Flash 10171,075.275 t/sInco (FAST)DeepSeek V4.1 Flash 1017 (max) (FAST)longmedianArtificial Analysis: DeepSeek V4.1 Flash 1017 (max) (FAST); host Inco (FAST); standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
DeepSeek V4.1 Flash830.034 t/sBaseten (FAST)DeepSeek V4.1 Flash (max) (FAST)longmedianArtificial Analysis: DeepSeek V4.1 Flash (max) (FAST); host Baseten (FAST); standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
MiniMax M3.1 Flash812.597 t/sIncoMiniMax-M3.1-FlashlongmedianArtificial Analysis: MiniMax-M3.1-Flash; host Inco; standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
GLM-5.3688.217 t/sSystalyzeGLM-5.3 (max)longmedianArtificial Analysis: GLM-5.3 (max); host Systalyze; standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
Kimi K3481.694 t/sInco (FAST)Kimi K3 (max) (FAST)longmedianArtificial Analysis: Kimi K3 (max) (FAST); host Inco (FAST); standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
GPT-6.1 Sol342.946 t/sOpenAI (Ultrafast)GPT-6.1 Sol (max) (Ultrafast)longmedianArtificial Analysis: GPT-6.1 Sol (max) (Ultrafast); host OpenAI (Ultrafast); standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
DeepSeek V4 Pro 0813305.002 t/sSystalyzeDeepSeek V4 Pro 0813 (max)longmedianArtificial Analysis: DeepSeek V4 Pro 0813 (max); host Systalyze; standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
Muse Spark 1.1294.835 t/sMetaMuse Spark 1.1 (xhigh)longmedianArtificial Analysis: Muse Spark 1.1 (xhigh); host Meta; standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
Muse Spark 1.2277.574 t/sMetaMuse Spark 1.2 (xhigh)longmedianArtificial Analysis: Muse Spark 1.2 (xhigh); host Meta; standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
Muse Spark 1.3195.207 t/sMetaMuse Spark 1.3 (max)longmedianArtificial Analysis: Muse Spark 1.3 (max); host Meta; standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02

Latency

Time to first token in seconds · lower is better

No sourced time-to-first-token latency for GPT-6 Cyber.10 of 32 models with reports selected
Measurement details and sources

Latency measures time to first token (TTFT), converted to seconds. Each model uses its lowest sourced current TTFT report; total response time is excluded. Batch and Flex tiers are excluded. Provider, configuration, prompt and reporting methods can differ, so these are reported observations rather than controlled head-to-head tests. 65 models have no qualifying sourced latency report. Defaults include this model and the nine closest reported values, or the ten leading models if this model has no report. The scale stays fixed across selected pages.

Latency sources for selected models
ModelLatencyProvider / configurationMeasurementSource
DeepSeek V4.1 Flash 10170.182 sBaseten (FAST)DeepSeek V4.1 Flash 1017 (max) (FAST)longmedianArtificial Analysis: DeepSeek V4.1 Flash 1017 (max) (FAST); host Baseten (FAST); standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
DeepSeek V4.1 Flash0.311 sTogether AIDeepSeek V4.1 Flash (max)longmedianArtificial Analysis: DeepSeek V4.1 Flash (max); host Together AI; standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
MiniMax M3.1 Flash0.584 sTogether AIMiniMax-M3.1-FlashlongmedianArtificial Analysis: MiniMax-M3.1-Flash; host Together AI; standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
GLM-5.30.597 sTogether AIGLM-5.3 (max)longmedianArtificial Analysis: GLM-5.3 (max); host Together AI; standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
MiniMax M30.699 sMiniMaxMiniMax-M3source aggregatemedianExplicit first-party AA measurement; reasoning configuration retained. Cross-provider medians are excluded. Retrieval time is not measurement time.SourceChecked 2026-11-02
DeepSeek V4 Pro 08130.832 sDigitalOceanDeepSeek V4 Pro 0813 (max)longmedianArtificial Analysis: DeepSeek V4 Pro 0813 (max); host DigitalOcean; standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
Kimi K30.87 sDatabricksKimi K3 (max)longmedianArtificial Analysis: Kimi K3 (max); host Databricks; standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
Claude Opus 4.61.35 sAmazonClaude Opus 4.6 (non-reasoning, high)longmedianArtificial Analysis: Claude Opus 4.6 (non-reasoning, high); host Amazon; standard uncached input/output pricing. TTFT is the first streamed token, which may be reasoning. Retrieval time is not measurement time; region/concurrency/quantization not specified in this record.SourceChecked 2026-11-02
GLM-5.3-Flash1.546 sZ.aiGLM-5.3-Flashsource aggregatemedianExplicit first-party AA measurement; reasoning configuration retained. Cross-provider medians are excluded. Retrieval time is not measurement time.SourceChecked 2026-11-02
GLM-5.21.777 sZ.aiGLM-5.2 (Max)source aggregatemedianExplicit first-party AA measurement; reasoning configuration retained. Cross-provider medians are excluded. Retrieval time is not measurement time.SourceChecked 2026-11-02

Reported benchmarks

All published results in our dataset, with versions, evaluation settings, and sources.

All published benchmark reports for GPT-6 Cyber
BenchmarkScoreEvaluation setupSource
CyScenarioBenchOpenAI GPT-6 Cyber / unique task setOverall solve rate · Higher is better61%effort: highest available · GPT-6 Cyber: 61%. Labs use unique tasks; not a shared task set with the Anthropic 10-challenge subset. · Tools enabledAnthropic ↗ (opens in a new tab)provider reported · 2026-11-09
ExploitGymOpenAI GPT-6 Cyber launchTask success · Higher is better48.5%Publisher launch/model-card report. Unspecified tool settings, effort and budgets remain unknown; not substituted for a pinned independent evaluation. · Tools enabledOpenAI ↗ (opens in a new tab)provider reported · 2026-11-05
RemoteExploitBenchOpenAI GPT-6 Cyber launchTask success · Higher is better95%Publisher launch/model-card report. Unspecified tool settings, effort and budgets remain unknown; not substituted for a pinned independent evaluation. · Tools enabledOpenAI ↗ (opens in a new tab)provider reported · 2026-11-05