AI model comparison

Grok 4.7 vs Claude Haiku 4.5

Side by side comparison of Grok 4.7 and Claude Haiku 4.5 on pricing, benchmark scores, context window, and more.

Grok 4.7 is SpaceXAI's flagship model for coding, agentic tasks, and knowledge work, succeeding Grok 4.6.

Input / 1M
$2
Output / 1M
$6
Context
500K

Claude Haiku 4.5 is Anthropic’s fastest and most efficient model, delivering near-frontier intelligence at a fraction of the cost and latency of larger Claude models.

Input / 1M
$1
Output / 1M
$5
Context
200K

Comparing image generators? Compare image models

At a glance

Quick verdict

How the two models stack up on the things people ask about most.

Lower price

anthropic logo

Claude Haiku 4.5

1.6x cheaper for a typical chat

Higher intelligence score

Not available

Not enough benchmark data

Larger context window

x-ai logo

Grok 4.7

500K vs 200K tokens

Newer release

x-ai logo

Grok 4.7

Released September 21, 2026

Benchmarks

Benchmark scores

Independent scores from Artificial Analysis. Higher is better.

Intelligence index

x-ai logoGrok 4.735
anthropic logoClaude Haiku 4.5Not available

Coding index

x-ai logoGrok 4.7Not available
anthropic logoClaude Haiku 4.543.9

Agentic index

x-ai logoGrok 4.7Not available
anthropic logoClaude Haiku 4.58

Pricing

Grok 4.7 vs Claude Haiku 4.5 API pricing

Per-token API rates. Cheaper option highlighted.

Metricx-ai logoGrok 4.7anthropic logoClaude Haiku 4.5
Input tokensPer 1M tokens$2$1
Output tokensPer 1M tokens$6$5
Cached input (read)Per 1M tokens$0.50$0.10
Cache writePer 1M tokensNot available$1.25
Long-context pricingPer 1M tokens, for very long prompts$4 in / $12 out above 200KSame rate at any length
Web searchPer request$0.005$0.01

What it costs in practice

Estimated cost per 1,000 requests at standard rates. Coding and long-document figures also show the cost when the input is already cached.

Chat message

2K in, 500 out

x-ai logoGrok 4.7$7
anthropic logoClaude Haiku 4.5$4.50

Coding task

30K in, 4K out

x-ai logoGrok 4.7$84$39 cached
anthropic logoClaude Haiku 4.5$50$23 cached

Long document summary

150K in, 2K out

x-ai logoGrok 4.7$312$87 cached
anthropic logoClaude Haiku 4.5$160$25 cached

Specs

Context window and capabilities

How much each model can read, how much it can write, and what it accepts as input.

Metricx-ai logoGrok 4.7anthropic logoClaude Haiku 4.5
Context window500K tokens200K tokens
Max output450K tokens64K tokens
Input typesFile, Image, TextFile, Image, Text
Output typesTextText
Reasoning effort levelsExtra high, High, Medium, LowNot available
Default reasoning effortHighNot available
Release dateSeptember 21, 2026October 15, 2025

Features

Supported features

API features available for each model.

Metricx-ai logoGrok 4.7anthropic logoClaude Haiku 4.5
Tool callingSupportedSupported
Structured outputsSupportedSupported
JSON modeSupportedSupported
ReasoningSupportedSupported
TemperatureSupportedSupported
Stop sequencesNot supportedSupported
Deterministic seedSupportedNot supported
Verbosity controlNot supportedNot supported

Our take

Claude Haiku 4.5 is 1.6x cheaper for a typical chat. Grok 4.7 has the larger context window (500K vs 200K tokens). The right pick depends on your workload, so the quickest way to settle it is to send the same prompt to both and compare.

FAQ

Frequently asked questions

Is Grok 4.7 or Claude Haiku 4.5 cheaper?

Claude Haiku 4.5 is cheaper for a typical chat (2K input tokens and 500 output tokens). Claude Haiku 4.5 costs $1 per 1M input tokens and $5 per 1M output tokens, while Grok 4.7 costs $2 per 1M input tokens and $6 per 1M output tokens.

Which has a bigger context window, Grok 4.7 or Claude Haiku 4.5?

Grok 4.7 supports up to 500K tokens of context, compared with 200K for Claude Haiku 4.5.

Can I use Grok 4.7 and Claude Haiku 4.5 at the same time?

Yes. Shortcut Chat sends one prompt to multiple models at once, so you can see Grok 4.7 and Claude Haiku 4.5 answer side by side and keep the better response.

x-ai logoanthropic logo

Why choose? Ask both.

Send one prompt to Grok 4.7 and Claude Haiku 4.5 at the same time. Compare the answers side by side and keep the best one.