Grok 4.5: xAI's Coding Model Co-Trained with Cursor, Starting at $2

Β·Toolin Editorial Team

xAI releases Grok 4.5, co-trained with Cursor and built for real engineering tasks. API pricing is $2/$6 per million tokens, and it's live on all Cursor plans.

Grok 4.5: xAI's Coding Model Co-Trained with Cursor, Starting at $2

On July 8, xAI released Grok 4.5 β€” a coding model co-trained with Cursor. The story here isn't "yet another general-purpose frontier model"; it's that xAI fed real coding data from Cursor's developer base into the training set, with a very clear goal: build a coding model aimed at real engineering tasks and cheap enough to deploy at scale.

Core Positioning

Grok 4.5 is a mixture-of-experts (MoE) model aimed at coding, agent tasks, and knowledge work. xAI's release notes stress two points:

  1. Trained on tens of thousands of NVIDIA GB300 GPUs
  2. The training data includes trillions of tokens of real Cursor coding data

That means the model wasn't trained on synthetic data or contest problems β€” it's aligned directly with developers' real workflows inside the IDE.

Benchmarks on Real Engineering Tasks

Across several engineering benchmarks, Grok 4.5 performs as follows (official xAI figures):

BenchmarkGrok 4.5Comparison (Fable/Claude Opus 4.8/GPT-5.5)
SWE Marathon (pass@1)29.0%Opus 4.8 26.0% / Fable 24.0%
Terminal Bench 2.183.3%Fable 84.3% / GPT-5.5 83.4%
SWE Bench Pro64.7%Fable 80.4% / Opus 4.8 69.2%
DeepSWE 1.062.0%Fable 66.1% / GPT-5.5 64.31%

Worth noting: on the most hardcore engineering benchmarks like SWE Bench Pro and DeepSWE, Grok 4.5 still trails Fable 5 (Anthropic). But on long-horizon tasks like SWE Marathon, it beats both Opus 4.8 and Fable.

πŸ’‘ How to read these numbers: if you purely want the strongest coding capability, Fable 5 / the Claude line still lead. Grok 4.5's edge is value for money β€” the same budget runs more tasks.

Token Efficiency: 4.2x

This is Grok 4.5's hardest cost advantage. On SWE Bench Pro tasks:

  • Grok 4.5: an average of 15,954 output tokens
  • Opus 4.8 (max): an average of 67,020 output tokens

In other words, Grok 4.5 solves the same tasks with about 1/4.2 the tokens of Opus 4.8. Layer on the lower unit price and the real cost gap widens further.

Pricing

Grok 4.5's API pricing:

  • Input: $2 per million tokens
  • Output: $6 per million tokens

Model speed is 80 TPS (tokens per second) β€” the "fast model" tier.

A third-party cost analysis (the-decoder) ran the numbers on "cost per solved task":

  • Grok 4.5 (Grok Build): $2.49 per task
  • GPT-5.5 (Codex): $5.07 per task
  • Fable 5 (Claude Code): $11.80 per task

Grok 4.5 comes in at roughly half of GPT-5.5 and a fifth of Fable 5.

How to Use It

Grok 4.5 is already available through:

  • Cursor: usable on all plans (the core beneficiary of the xAI-Cursor co-training)
  • Grok Build: Grok 4.5 is the default model, free for a limited time
  • SpaceXAI console: grab an API key and call it directly
# Call via the SpaceXAI API (illustrative; see the x.ai API docs for details)
# 1. Create an API key in the x.ai console
# 2. Call Grok 4.5 over the OpenAI-compatible protocol

⚠️ Regional restriction: as of release, Grok 4.5 is not yet live in the EU region (including SpaceXAI products and the API console), with availability expected in mid-July.

Office Capabilities

Beyond coding, Grok 4.5 in Grok Build also handles Office-style tasks:

  • Excel: builds complex financial/data models, uses formulas across sheets, leaves sticky-note comments
  • PowerPoint: builds complex charts from native shapes, designs intuitive slides
  • Word: writes clear long-form documents

Official plugins are available for Word, PowerPoint, and Excel.

Who It's For

  • Cursor users: free on all plans, near-zero switching cost
  • Teams deploying coding agents at scale: at $2.49 per task, well suited to running large volumes of SWE-style work
  • Budget-sensitive developers: 4.2x token efficiency plus a low price suits high-frequency calling
  • Users chasing peak coding capability: for hardcore tasks like SWE Bench Pro, Fable 5 / Claude is still the recommendation

References