Grok 4.5: pricing, context and performance
Grok 4.5 in numbers: price per token, context window, independent benchmark scores and comparable models, based on public data checked on October 22, 2026.
Data as of October 22, 2026
Key figures
| Developer | xAI |
|---|---|
| Released | July 8, 2026 |
| Context window | 500,000 tokens (≈ 750 pages) |
| Maximum output | 500,000 tokens |
| Input price | $2 per million tokens (developer's price) |
| Output price | $6 per million tokens |
| Open weights | No |
| Reasoning mode | Yes |
| Tool calling | Yes |
| Structured output (JSON) | Yes |
| Accepted inputs | text, image, PDF |
| Providers offering it | 29 |
| Capability index | 79.1 / 100 |
Overview
Released on July 8, 2026, Grok 4.5 is one of the 7 xAI models tracked on this site. Its weights are not published, so it only runs remotely, through the xAI API or partner hosts (29 listed on models.dev). It has a reasoning mode: it can "think" before answering, which helps with multi-step problems but uses more tokens, and therefore more money. That makes it 3 months old as of October 22, 2026.
We file it under mid-range models (34 models in this category on the site).
How much does Grok 4.5 cost?
Grok 4.5 costs $2 per million input tokens and $6 per million output tokens (developer's price, checked on October 22, 2026).
In practice, an agent task that reads 20,000 tokens and writes 2,000 costs about $0.052, or $52 for 1,000 such tasks.
That is 1.4 times the median output price of mid-range models ($4.38).
Tokens read back from cache cost $0.30 per million, which helps an agent that keeps resending the same context.
To estimate your own budget, use the agent cost calculator.
What do independent benchmarks say?
According to results published by Epoch AI (checked on October 22, 2026), Grok 4.5 has a capability index of 79.1 out of 100, computed on 5 benchmarks from our basket.
It is not among the top 30 of the weekly ranking.
- GPQA Diamond (PhD-level science questions): 93.4% — the best tracked model, Gemini 4 Argon, reaches 96.4%
- OTIS Mock AIME (competition mathematics problems): 97.8% — the best tracked model, GPT-5.5 Pro, reaches 100%
- FrontierMath (very hard research-level mathematics): 57.2% — the best tracked model, GPT-6 Astra, reaches 93.7%
- FrontierCode (advanced programming tasks): 42.4% — the best tracked model, Claude Opus 5.5, reaches 54.6%
Technical specifications
Its context window reaches 500,000 tokens, roughly 750 pages of text at 500 words per page: enough for a long report or several contracts at once. A single answer can run to 500,000 tokens.
It accepts as input: text, image and PDF.
It can call tools (functions, APIs) and return structured JSON output, which makes it a possible foundation for an AI agent.
Who is it for?
Given its category, Grok 4.5 is mainly aimed at a balance between quality and cost, for everyday uses that do not justify a frontier model.
Its FrontierCode result (42.4%, above the median of tracked models) makes it a serious candidate for coding agents.
Before adopting it, test it on your own examples: benchmarks measure standard tasks, not your job.
What could replace it?
In the same category, the models closest to Grok 4.5 are:
- Claude Sonnet 5 (Anthropic, index 79.3)
- Gemini 3.1 Pro Preview (Google DeepMind, index 79.3)
- Mistral Large 4 (Mistral AI, index 79.7)
- Grok 4.7 (xAI, index 79.9)
Independent benchmark scores
| Benchmark | What it measures | Score |
|---|---|---|
| GPQA Diamond | PhD-level science questions | 93.4% |
| OTIS Mock AIME | competition mathematics problems | 97.8% |
| FrontierMath | very hard research-level mathematics | 57.2% |
| FrontierCode | advanced programming tasks | 42.4% |
| APEX-Agents | professional tasks carried out by an agent | 56.2% |
Similar models
- Claude Sonnet 5 · Anthropic · index 79.3
- Gemini 3.1 Pro Preview · Google DeepMind · index 79.3
- Mistral Large 4 · Mistral AI · index 79.7
- Grok 4.7 · xAI · index 79.9
Comparisons
Other xAI models
- Grok 4.6 · August 12, 2026
- Grok 4.3 · April 17, 2026
- Grok Build 0.1 · April 16, 2026
- Grok 4.20 (Reasoning) · March 9, 2026
- Grok Code Fast 1 · September 2, 2025
Frequently asked questions
How much does Grok 4.5 cost?
As of October 22, 2026, Grok 4.5 costs $2 per million input tokens and $6 per million output tokens (developer's price). A task that reads 20,000 tokens and writes 2,000 costs about $0.052.
What is the context window of Grok 4.5?
500,000 tokens, roughly 750 pages of text. An answer can reach 500,000 tokens.
Is Grok 4.5 open source?
No. It is a closed xAI model, available only through an API.
How good is Grok 4.5?
Its capability index is 79.1 out of 100 (5 benchmarks, Epoch AI data).
Can you build an agent with Grok 4.5?
Yes: it can call tools and return structured JSON, the two basic building blocks of an agent.
Data sources
- Models.dev — Model data: models.dev (open-source project)
- OpenRouter — Market prices cross-checked with OpenRouter
- Epoch AI — AI Benchmarking Hub — Epoch AI, “AI Benchmarking Hub”, epoch.ai, CC BY 4.0
- Epoch AI — Data on AI Models — Epoch AI, “Data on AI Models”, epoch.ai, CC BY 4.0
Data as of October 22, 2026
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