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Home/Best xAI Model for Coding
Best xAI pickxAI · Coding

Best xAI Model for Coding

Grok 4.5 is xAI's best model for coding — it scores 94/100 vs 92/100 for Grok 4, at $2/1M input tokens. Across all providers, GPT-6 Astra still leads coding at 100/100 — worth considering if you're not committed to xAI.

Last verified Aug 27, 2026/Model data modified Aug 27, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
xAIBalanced
Input cost
$2.00/1M
Context
500k tokens
Speed
Fast

Clear recommendation block

The safest xai model for coding default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

Grok 4.5

View
Why this recommendation

Grok 4.5 is the strongest answer here for xai model for coding — pick it when quality of output matters more than the $2.00/1M/1M input you pay for it.

xAIBalanced
Best for
Fast, token-efficient coding agents
Price
$2.00/1M
Context
500k tokens
Best value model

Grok 4.5

View
Why this recommendation

Grok 4.5 is the cheaper way in for xai model for coding, at $2.00/1M/1M input against Grok 4.5's $2.00/1M/1M.

xAIBalanced
Best for
Fast, token-efficient coding agents
Price
$2.00/1M
Context
500k tokens
Best for speed

Grok 4

View
Why this recommendation

Grok 4 is the fastest of these for xai model for coding — worth it when latency is what the reader notices, not the last few points of reasoning depth.

xAIBalanced
Best for
Coding and research at competitive pricing with maximum context
Price
$2.00/1M
Context
2M tokens

Why this page recommends it

Grok 4.5 leads xAI's lineup for coding at 94/100 ($2/1M input, 500K context).

Grok 4.5 is the value pick at $2/1M input with a coding score of 94/100.

GPT-6 Astra (OpenAI) is the overall coding leader at 100/100 if provider choice is open.

Decision notes

Choose Grok 4.5 when coding quality is the priority and you're staying on xAI.

Choose Grok 4.5 when token volume matters more than peak quality.

Teams open to other providers should also evaluate GPT-6 Astra before committing.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the xai model for coding answer changes when cost, speed, or long-document depth leads the decision.

#1Grok 4.682 pts
#2Grok 4.581 pts
#3Grok 481 pts
Quality first

Grok 4.6

xAI / Balanced / Aug 27, 2026

82

Finishes agent tasks in half the turns — cheap where it counts.

Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.

Cost
$2.00/1M
$6.00/1M out
Speed
Fast
4/5 score
Context
500k tokens
input window
View model
Data-backed recommendation
Avoid this pick if

You need a published SWE-bench score to justify the pick, or your prompts routinely cross 200K tokens where the price doubles.

Recommended comparisons

Where the xai model for coding recommendation shifts once you weigh price or latency differently.

xAIBalancedBest xAI pick

Grok 4.5

Best cost-per-solved-task coding agent — efficiency over ceiling.

Best use case
Fast, token-efficient coding agents
Input
$2.00/1M
Pricing
Balanced
Speed
Fast
Context
500k tokens
CodingAgenticToken efficient
xAIBalancedOption 2

Grok 4

Strong coding value with 2M context — an underrated pick at this price.

Best use case
Coding and research at competitive pricing with maximum context
Input
$2.00/1M
Pricing
Balanced
Speed
Fast
Context
2M tokens
Coding2M contextValue
xAIBalancedOption 3

Grok 4.6

Finishes agent tasks in half the turns — cheap where it counts.

Best use case
Long-running agents and multi-step codebase work
Input
$2.00/1M
Pricing
Balanced
Speed
Fast
Context
500k tokens
AgenticReasoningTurn-efficient

Side-by-side specs

List prices and published scores — the numbers this page's pick is built from.

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
Grok 4.5xAI$2.00/1M$6.00/1M$32500k tokensFast947284
Grok 4xAI$2.00/1M$6.00/1M$322M tokensFast927086
Grok 4.6xAI$2.00/1M$6.00/1M$32500k tokensFast868488

Scores out of 100 — how we evaluate models. “Est. month” is 10M in / 2M out at list price: a ceiling, no discounts.

The case for each model

Why each one is on the shortlist for xai model for coding, what it is genuinely good at, and where we would steer you away from it.

Grok 4.5

Best xAI pickxAI

Our pick for xai model for coding. It scores 94/100 on the coding axis we weight this page by, and nothing else in this shortlist matches it on output quality.

xAI's first coding- and agent-focused model — the first full-scale deployment of the 1.5T-parameter V9 MoE base, trained with real developer-session data from Cursor.

Input
$2.00/1M
Output
$6.00/1M
Context
500k tokens
Speed
Fast

What people actually use it for

  • Long-session software engineering — top SWE Marathon score (29% pass@1, ahead of Opus 4.8 and Fable 5)
  • Cost-controlled coding agents — ~4.2x fewer output tokens per solved SWE task than Opus 4.8
  • Live web/X-grounded coding and research with built-in search tools

Where it wins

  • Top SWE Marathon score at 29% pass@1 — beats Claude Opus 4.8 (26%) and Fable 5 (24%) on long sessions
  • Exceptional token efficiency: ~16K output tokens per SWE-bench Pro task, ~4.2x fewer than Opus 4.8
  • $2/$6 per 1M — roughly 60–80% cheaper per solved task than Opus-class and GPT-5.6-class rivals

Where it falls down

  • Raw ceiling trails the frontier: 64.7% SWE-bench Pro vs Opus 4.8's 69.2%, with a higher reported hallucination rate
  • 500K context is half the frontier norm, and rates double at ≥200K prompt tokens

Skip it if

You need the highest solve rate per attempt or verified low hallucination — Claude Opus 5 is the safer premium pick.

Our verdict

The efficiency play among coding agents. Grok 4.5 wins on cost-per-solved-task and marathon sessions, not raw capability. If your agent bill is the problem, it's the answer; if quality ceiling is the problem, it isn't.

Full pricing, benchmark table and release notes on the Grok 4.5 page.

Grok 4

xAI

The fastest model in this shortlist for xai model for coding. Pick it when turnaround is what your readers or users notice.

xAI's latest flagship with strong coding benchmark performance, a 2M token context window, and aggressive pricing at $2/$6 per million tokens.

Input
$2.00/1M
Output
$6.00/1M
Context
2M tokens
Speed
Fast

What people actually use it for

  • Early-stage research mapping — exploring a new topic before narrowing down
  • Analyzing large codebases or datasets within a 2M-token context window
  • Competitive intelligence and market research with broad, fast synthesis

Where it wins

  • 75% SWE-bench score — strong coding performance close to top Claude models
  • 2M token context window at $2/$6 per million tokens
  • Fast and responsive for exploration and open-ended research loops

Where it falls down

  • Claude Opus 4.6 and Sonnet 4.6 lead on pure coding benchmarks
  • Less established ecosystem and tooling than OpenAI or Anthropic

Skip it if

You need the highest writing quality or the most reliable production-grade output — Claude wins both.

Our verdict

Strong coding benchmark with excellent value. The $2/$6 pricing and 2M context make it competitive with more expensive alternatives.

Full pricing, benchmark table and release notes on the Grok 4 page.

Grok 4.6

xAI

Rounds out the shortlist for xai model for coding at 86/100 on coding.

Input
$2.00/1M
Output
$6.00/1M
Context
500k tokens
Speed
Fast

Finishes agent tasks in half the turns — cheap where it counts. Full Grok 4.6 review →

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Quick links

Browse all modelsCompare pricingView Grok 4.5View Grok 4View Grok 4.6

How we evaluate AI models

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FAQ

Which xAI model is best for coding?

Grok 4.5 — it scores 94/100 on coding in this directory, ahead of Grok 4 at 92/100. Best cost-per-solved-task coding agent — efficiency over ceiling.

Is Grok 4.5 the best coding model overall?

Not overall. GPT-6 Astra (OpenAI) leads the directory for coding at 100/100 vs Grok 4.5's 94/100. Grok 4.5 is the best pick if you're staying within xAI's ecosystem.

What is the cheapest xAI model that is still good at coding?

Grok 4.5 at $2/1M input tokens (coding score: 94/100). Use it for volume work and reserve Grok 4.5 for the tasks where quality matters most.

How much does Grok 4.5 cost?

$2/1M input tokens and $6/1M output tokens via the API, or through SuperGrok at $30/mo for chat use. Context window: 500K tokens. On a moderate month — 10M input and 2M output tokens — that works out to about $32.00, against $32.00 for Grok 4.5.

When is Grok 4.5 the wrong choice for coding?

Raw ceiling trails the frontier: 64.7% SWE-bench Pro vs Opus 4.8's 69.2%, with a higher reported hallucination rate. 500K context is half the frontier norm, and rates double at ≥200K prompt tokens. Concretely, avoid it if you need the highest solve rate per attempt or verified low hallucination — Claude Opus 5 is the safer premium pick. If none of that is negotiable, GPT-6 Astra (OpenAI) is the cross-provider leader at 100/100.

What does Grok 4.5 actually get used for?

long-session software engineering — top SWE Marathon score (29% pass@1, ahead of Opus 4.8 and Fable 5), cost-controlled coding agents — ~4.2x fewer output tokens per solved SWE task than Opus 4.8, and live web/X-grounded coding and research with built-in search tools. Its 500K-token context window is the practical limit on how much you can hand it in one go.

Is it worth paying up for Grok 4.5 over Grok 4.5?

They are the same model here — Grok 4.5 is both xAI's strongest coding pick and its best value, so there is no trade-off to make.