GPT-5.4 Nano vs Grok 4.5
At a Glance
| Compare |  GPT-5.4 NanoOpenAI | Grok 4.5xAI |
|---|---|---|
| Intelligence, Cost, and Efficiency | ||
| IntelligenceHigher is better · MM Intelligence v2.5 | #42 of 4614.7 score · 3/3 sources · complete | #25 of 4660.1 score · 3/3 sources · complete |
| CostLower is better · Published-token output estimate | #14 of 44$0.058 per LiveBench case | #15 of 44$0.063 per LiveBench case |
| EfficiencyHigher is better · MM Efficiency v1.5 | #37 of 3837.5 score · 3/3 sources · complete | #11 of 3859.2 score · 3/3 sources · complete |
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.20Openai ↗ · Sep 3, 2026 | $2.00Xai ↗ · Sep 3, 2026 |
| Output priceFrom · USD / 1M tokens | $1.25Openai ↗ · Sep 3, 2026 | $6.00Xai ↗ · Sep 3, 2026 |
| Context windowMaximum documented tokens | 400K | 500K |
| Model facts checked | Sep 3, 2026View model evidence → | Sep 3, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
| Benchmark | GPT-5.4 Nano | Grok 4.5 |
|---|---|---|
| ARC-AGI-1verified-v1-ba05d69f6453 · verified_score · leader | 51.5059% of row best · percent · GPT-5.4 Nano (XHigh) | 87.17100% of row best · percent · Grok 4.5 (Medium) |
| ARC-AGI-2verified-v2-6c676fa3e9af · verified_score · leader | 5.6911% of row best · percent · GPT-5.4 Nano (XHigh) | 52.64100% of row best · percent · Grok 4.5 (Medium) |
| LMArena Text Arenatext-2026-09-13-d25aabda0010 · arena_rating · leader | 1,372.8695% of row best · rating · gpt-5.4-nano-high; 95% CI [1369.01237938, 1376.71496043]; votes 58424; rank 167 | 1,450.13100% of row best · rating · grok-4.5; 95% CI [1445.44268767, 1454.81726995]; votes 30103; rank 45 |
| LMArena Vision Arenavision-2026-09-13-d25aabda0010 · arena_rating · leader | 1,197.7393% of row best · rating · gpt-5.4-nano-high; 95% CI [1191.19602204, 1204.26778242]; votes 23906; rank 80 | 1,288.54100% of row best · rating · grok-4.5; 95% CI [1280.47745270, 1296.60872281]; votes 8355; rank 24 |
| LiveBench2026-06-25 · overall · leader | 75.2794% of row best · percent · gpt-5.4-nano-xhigh · 46,179 output tokens / case | 80.01100% of row best · percent · grok-4.5 · 10,517 output tokens / case |
| ToneBench2026-09-11-10-task-4ef099199c9c · overall_score · unverified | 69.1284% of row best · points · GPT-5.4 nano · 3,831 output tokens / case | 82.23100% of row best · points · Grok 4.5 · 2,688 output tokens / case |
| Overall ResultCounted from the protocol-matched rows above | 0 benchmark wins | 5 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.
Side-by-Side Facts
| Field | GPT-5.4 Nano | Grok 4.5 |
|---|---|---|
| Developer | OpenAI | xAI |
| Family | Gpt 5 4 | Grok 4 |
| Model | GPT-5.4 Nano | Grok 4.5 |
| Version | GPT-5.4 Nano | Grok 4.5 |
| Lifecycle | active | active |
| Released | 2026-03-17 | 2026-07-16 |
| Knowledge cutoff | 2025-08-31 | Unknown |
| Input modalities | Text, Image | Text, Image |
| Output modalities | Text | Text |
| Context window | 400K | 500K |
| Total parameters | Unknown | Unknown |
| Active parameters | Unknown | Unknown |
| License | Unknown | Unknown |
| Open weights | No | No |
| API available | Yes | Yes |
| Self-hostable | No | No |
| Provider access | Openai (Standard), Openrouter (Standard) | Xai (Standard) |
| Capabilities | chat, generation, reasoning, structured_outputs, tools | chat, generation, reasoning, structured_outputs, tools |
GPT-5.4 Nano Capabilities
Grok 4.5 Capabilities
Related Comparisons
All image comparisons →| A | Pair | B | Context |
|---|---|---|---|
GPT-5.4 NanoOpenAI | vs | GPT-6 AstraOpenAI | family variantsimage, text |
Claude Fable 5.1Anthropic | vs | GPT-5.4 NanoOpenAI | cross-developer peersimage, text |
 Gemini 3.1 ProGoogle DeepMind | vs | GPT-5.4 NanoOpenAI | cross-developer peerstext |
 DeepSeek-V4.1-FlashDeepSeek | vs | GPT-5.4 NanoOpenAI | cross-developer peersimage, text |
GPT-5.4 NanoOpenAI | vs | Grok 4.6xAI | cross-developer peersimage, text |
GPT-5.4 NanoOpenAI | vs |  Qwen3.8-MaxQwen | cross-developer peersimage, text |
 Kimi-K3Moonshot AI | vs | GPT-5.4 NanoOpenAI | cross-developer peersimage, text |
 MiniMax-M3MiniMax | vs | GPT-5.4 NanoOpenAI | cross-developer peersimage, text |
GPT-5.4 NanoOpenAI | vs |  GLM-5.3Z.ai | cross-developer peerstext |
GPT-5.4 NanoOpenAI | vs |  Hy4 previewTencent | cross-developer peerstext |
Seed 2.1 ProByteDance Seed | vs | GPT-5.4 NanoOpenAI | cross-developer peersimage, text |
 Mistral Large 3Mistral AI | vs | GPT-5.4 NanoOpenAI | cross-developer peersimage, text |
Primary Evidence
Sources and Freshness
Questions
GPT-5.4 Nano vs Grok 4.5 FAQs
Is GPT-5.4 Nano or Grok 4.5 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both GPT-5.4 Nano and Grok 4.5, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, GPT-5.4 Nano or Grok 4.5?+
GPT-5.4 Nano is $0.20 and Grok 4.5 is $2.00 per million tokens, so GPT-5.4 Nano is cheaper on this metric. GPT-5.4 Nano is $1.25 and Grok 4.5 is $6.00 per million tokens, so GPT-5.4 Nano is cheaper on this metric.
Which has a larger context window, GPT-5.4 Nano or Grok 4.5?+
Grok 4.5 has the larger sourced context window. GPT-5.4 Nano supports 400K and Grok 4.5 supports 500K.
Which performs better in benchmarks, GPT-5.4 Nano or Grok 4.5?+
Grok 4.5 leads the current overall benchmark count. The result uses 5 protocol-matched benchmarks from 3 publishers; it is not a universal quality score.
Can GPT-5.4 Nano or Grok 4.5 be self-hosted?+
Both models have the same recorded self-hosting status: unsupported. GPT-5.4 Nano is not marked open weight; Grok 4.5 is not marked open weight.
Can GPT-5.4 Nano and Grok 4.5 understand images?+
GPT-5.4 Nano is documented with image input; Grok 4.5 is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, GPT-5.4 Nano or Grok 4.5?+
Neither has a larger sourced maximum output. GPT-5.4 Nano is 128K and Grok 4.5 is —.
Do GPT-5.4 Nano and Grok 4.5 support reasoning and tool use?+
GPT-5.4 Nano: reasoning, tool calling, and image input. Grok 4.5: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, GPT-5.4 Nano or Grok 4.5?+
GPT-5.4 Nano has 2 sourced provider routes; Grok 4.5 has 1, so GPT-5.4 Nano has broader tracked availability.
Which offers better value, GPT-5.4 Nano 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.