xAI / manual · models.dev

Grok 4.5

Opened from a screened package 07d2e1dc7dea.

Encoding fertility 1.22×

Harnesses

Same model, different drivers. ChatGPT is not OpenCode. $ / MU is only set when every official task passed. $ / pass still shows on a partial run; it does not rank. Time is output tokens at 80 tok/s, not wall clock.

StackPassedAttemptsTime$ / MU$ / pass$ / hrTokens / passBurn$ / xAI
Grokhigh3/346m 14s$0.000220$0.3147$6.3798,0251.00×$0.3147

Official jobs

Pass or fail on each sealed job. Attempts include retries. Failed tries stay in the bill.

Durable work queueJSON Patch (RFC 6902 subset)Token bucket and sliding window
pass · 2——

Tokens by job

Billed tokens on each official job, including retries. Cache reads drop out of this count.

  • Grok · high

    240,180Durable work queue
    —JSON Patch (RFC 6902 subset)
    —Token bucket and sliding window

Where the bill goes

Failed attempts stay in the bill. Cache hits are a discount, shown separately.

  • Grok · high294,074

    Cache hit 787,200 (discount, not extra work)

  • Uncached in
  • Output
  • Thinking
  • Cache write

Retry tax

Attempts are harness calls, including failed hidden-verifier retries. Extra tries stay in the bill.

  • Grokhigh4 attempts · 1 extra / 3 jobs

Cache hits

Hits divided by uncached input plus hits. No cache means the harness did not report a discount.

  • Grokhigh75%

Encoding by slice

Native tokens per MU on the same frozen basket. Tool schemas are where fertility often doubles.

  • English prose30% of the basket0.97×
  • Code25% of the basket1.08×
  • Structured15% of the basket0.87×
  • Tool schemas10% of the basket1.11×
  • CJK10% of the basket3.33×
  • Instructions10% of the basket0.88×
SliceCharactersNative tokensFertilityTrue inSource
English prose4,4741,0880.97×$1.95official
Code2,3216291.08×$2.17official
Structured3,0676640.87×$1.73official
Tool schemas2,3786621.11×$2.23official
CJK8316913.33×$6.65official
Instructions1,1642550.88×$1.75official

Endpoints

ProviderSKUList inList outCache hitCache write
xAI
grok-4.5$2.00$6.00$0.30-

All stacks

Grok 4.5 / Metered