GPT-5.1 vs Grok 4.5

Benchmark Performance

Available Benchmarks

BenchmarkGPT-5.1Grok 4.5
ARC-AGI-1verified-v1-15fb467fd4fc · verified_score · leader72.8384% of row best · percent · GPT-5.1 (Thinking, High)87.17100% of row best · percent · Grok 4.5 (Medium)
ARC-AGI-2verified-v2-9a3db289984e · verified_score · leader17.6434% of row best · percent · GPT-5.1 (Thinking, High)52.64100% of row best · percent · Grok 4.5 (Medium)
LMArena Document Arenadocument-2026-07-30-011508720696 · arena_rating · leader1,400.8496% of row best · rating · gpt-5.1; 95% CI [1391.40144375, 1410.27736947]; votes 8220; rank 371,453.73100% of row best · rating · grok-4.5; 95% CI [1441.93744334, 1465.52785378]; votes 2435; rank 20
LMArena Search Arenasearch-2026-08-24-011508720696 · arena_rating · leader1,199.4499% of row best · rating · gpt-5.1-search; 95% CI [1194.20592738, 1204.68165473]; votes 59909; rank 141,212.65100% of row best · rating · grok-4.5; 95% CI [1205.78347274, 1219.50889748]; votes 31505; rank 8
LMArena Text Arenatext-2026-09-01-011508720696 · arena_rating · leader1,422.4798% of row best · rating · gpt-5.1; 95% CI [1418.85253526, 1426.08681113]; votes 43002; rank 961,451.82100% of row best · rating · grok-4.5; 95% CI [1446.90989155, 1456.73122428]; votes 25873; rank 39
LMArena Vision Arenavision-2026-08-27-011508720696 · arena_rating · leader1,235.1996% of row best · rating · gpt-5.1; 95% CI [1227.44529223, 1242.93837299]; votes 10223; rank 601,291.11100% of row best · rating · grok-4.5; 95% CI [1282.25469345, 1299.96666150]; votes 6401; rank 22
ToneBench2026-08-28-10-task-cd9819ab6e4d · overall_score · leader75.9892% of row best · points · GPT-5.1 · 3,970 output tokens / case82.23100% of row best · points · Grok 4.5 · 2,688 output tokens / case
Overall ResultCounted from the protocol-matched rows above0 benchmark wins7 benchmark winsOverall lead

Third-party benchmark Only like-for-like primary-publisher results are shown; raw scores, relative scores, configuration, and token spend remain visible.

FieldAt a Glance
Openai · activeGPT-5.1Verified Sep 3, 2026
Xai · activeGrok 4.5Verified Sep 3, 2026
Not a Valid ComparisonThese records do not share a sourced modality and workload.

Technical Differences

Side-by-Side Facts

Interactive only
FieldGPT-5.1Grok 4.5
DeveloperOpenaiXai
FamilyGpt 5 1Grok 4
ModelGPT-5.1Grok 4.5
VersionGPT-5.1Grok 4.5
Lifecycleactiveactive
Released2025-11-132026-07-16
Knowledge cutoff2024-09-30Unknown
Input modalitiesUnknownUnknown
Output modalitiesUnknownUnknown
Context window400,000500,000
Total parametersUnknownUnknown
Active parametersUnknownUnknown
LicenseUnknownUnknown
Open weightsNoNo
API availableYesYes
Self-hostableNoNo
Provider accessOpenai (Standard), Openrouter (Standard)Xai (Standard)
Capabilitieschat, generation, reasoning, structured_outputs, toolschat, generation, reasoning, structured_outputs, tools

12 comparable fields · 7 material differences · Interactive comparison only; indexing gate not met

GPT-5.1 Capabilities

chatgenerationreasoningstructured outputstools
Input price$1.25
Output price$10.00
Serving providers2
Canonical IDopenai/gpt-5.1

Grok 4.5 Capabilities

chatgenerationreasoningstructured outputstools
Input price
Output price
Serving providers1
Canonical IDxai/grok-4.5

Primary Evidence

Sources and Freshness

Questions

GPT-5.1 vs Grok 4.5 FAQs

Is GPT-5.1 or Grok 4.5 better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both GPT-5.1 and Grok 4.5, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, GPT-5.1 or Grok 4.5?+

Only GPT-5.1 has a directly sourced input price: $1.25 per million tokens. Only GPT-5.1 has a directly sourced output price: $10.00 per million tokens.

Which has a larger context window, GPT-5.1 or Grok 4.5?+

Grok 4.5 has the larger sourced context window. GPT-5.1 supports 400,000 and Grok 4.5 supports 500,000.

Which performs better in benchmarks, GPT-5.1 or Grok 4.5?+

Grok 4.5 leads the current overall benchmark count. The result uses 7 protocol-matched benchmarks from 3 publishers; it is not a universal quality score.

Can GPT-5.1 or Grok 4.5 be self-hosted?+

Both models have the same recorded self-hosting status: unsupported. GPT-5.1 is not marked open weight; Grok 4.5 is not marked open weight.

Can GPT-5.1 and Grok 4.5 understand images?+

GPT-5.1 is not documented with image input; Grok 4.5 is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, GPT-5.1 or Grok 4.5?+

Neither has a larger sourced maximum output. GPT-5.1 is 128,000 and Grok 4.5 is —.

Do GPT-5.1 and Grok 4.5 support reasoning and tool use?+

GPT-5.1: reasoning and tool calling. Grok 4.5: reasoning and tool calling. Feature support does not establish relative quality.

Which is available from more inference providers, GPT-5.1 or Grok 4.5?+

GPT-5.1 has 2 sourced provider routes; Grok 4.5 has 1, so GPT-5.1 has broader tracked availability.

Which offers better value, GPT-5.1 or Grok 4.5?+

There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.

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