API cost decision in 10 seconds

Grok Latest vs GPT Chat Latest

Pick Grok Latest when budget and context both matter.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Grok Latest when budget and context both matter.

On the standard 1M input plus 500K output workload, Grok Latest is estimated at $5 vs $20 for GPT Chat Latest, saving $15 (75% lower).

Cost-first pickGrok Latest
Context-first pickGrok Latest
Sample savings$1575%
10x traffic gap$150

Grok Latest is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $150. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Grok Latest stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGrok LatestGPT Chat Latest
Input-heavy / RAG5M input + 500K outputGrok Latest$13$40
Balanced workload1M input + 1M outputGrok Latest$8$35
Output-heavy chatbot1M input + 5M outputGrok Latest$32$155
Cheaper input Grok Latest $2 vs $5 / 1M

Grok Latest is $3 cheaper per 1M input tokens (60% lower; 2.5x difference).

Cheaper output Grok Latest $6 vs $30 / 1M

Grok Latest is $24 cheaper per 1M output tokens (80% lower; 5x difference).

Larger context Grok Latest 500K vs 400K

Grok Latest has 100K more context (1.25x larger).

Sample workload Grok Latest $5 vs $20

Grok Latest is $15 cheaper on the standard workload (75% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Grok Latest Calculating… Estimated API cost
GPT Chat Latest Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Grok Latest has the lower input price; Grok Latest has the lower output price; Grok Latest offers the larger context window. For the 1M input plus 500K output sample, Grok Latest is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $5 for Grok Latest and $20 for GPT Chat Latest.

Best Fit

Choose Grok Latest when you care most about lower input-token price, lower output-token price, and larger context window.

Choose GPT Chat Latest when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Decision Notes
  • On the standard 1M input plus 500K output workload, Grok Latest is estimated at $5 vs $20 for GPT Chat Latest, saving $15 (75% lower).
  • Grok Latest is $15 cheaper on the standard workload (75% lower).
  • Grok Latest is $3 cheaper per 1M input tokens (60% lower; 2.5x difference).
  • Grok Latest is $24 cheaper per 1M output tokens (80% lower; 5x difference).
  • Grok Latest has 100K more context (1.25x larger).
Head-to-Head Specs
FeatureGrok Latest
(xAI)
GPT Chat Latest
(OpenAI)
Input Price
prompt tokens per 1M
$2$5
Completion Price
per 1M tokens
$6$30
Sample Workload Cost
1M input + 500K output
$5$20
Context Window500K400K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGrok LatestOn the standard 1M input plus 500K output workload, Grok Latest is estimated at $5 vs $20 for GPT Chat Latest, saving $15 (75% lower).
High-volume input processingGrok LatestLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGrok LatestLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGrok LatestA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • gpt-oss-120b (free) can replace GPT Chat Latest when lower sample workload cost matters most: $0.
  • gpt-oss-20b (free) can replace GPT Chat Latest when lower sample workload cost matters most: $0.
  • gpt-oss-20b can replace GPT Chat Latest when lower sample workload cost matters most: $0.1.
  • gpt-oss-120b can replace GPT Chat Latest when lower sample workload cost matters most: $0.12.

Cheaper alternatives

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Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

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Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

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xAI catalog

Review all tracked xAI models before deciding whether this matchup is the right shortlist.

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OpenAI catalog

Check other OpenAI models with comparable pricing, context, or release timing.

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Grok Latest

This model always redirects to the latest Grok model from xAI.

GPT Chat Latest

GPT Chat Latest points to OpenAI's stable API alias `chat-latest` that always resolves to the latest Instant chat model used in ChatGPT. As OpenAI rolls out new Instant model updates...