API cost decision in 10 seconds

NewGPT Chat Latest vs Anthropic Claude Sonnet Latest

Pick Anthropic Claude Sonnet 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 Anthropic Claude Sonnet Latest when budget and context both matter.

On the standard 1M input plus 500K output workload, Anthropic Claude Sonnet Latest is estimated at $10.5 vs $20 for GPT Chat Latest, saving $9.5 (47.5% lower).

Cost-first pickAnthropic Claude Sonnet Latest
Context-first pickAnthropic Claude Sonnet Latest
Sample savings$9.547.5%
10x traffic gap$95

Anthropic Claude Sonnet Latest is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $95. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Anthropic Claude Sonnet Latest stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGPT Chat LatestAnthropic Claude Sonnet Latest
Input-heavy / RAG5M input + 500K outputAnthropic Claude Sonnet Latest$40$22.5
Balanced workload1M input + 1M outputAnthropic Claude Sonnet Latest$35$18
Output-heavy chatbot1M input + 5M outputAnthropic Claude Sonnet Latest$155$78
Cheaper input Anthropic Claude Sonnet Latest $5 vs $3 / 1M

Anthropic Claude Sonnet Latest is $2 cheaper per 1M input tokens (40% lower; 1.67x difference).

Cheaper output Anthropic Claude Sonnet Latest $30 vs $15 / 1M

Anthropic Claude Sonnet Latest is $15 cheaper per 1M output tokens (50% lower; 2x difference).

Larger context Anthropic Claude Sonnet Latest 400K vs 1M

Anthropic Claude Sonnet Latest has 600K more context (2.5x larger).

Sample workload Anthropic Claude Sonnet Latest $20 vs $10.5

Anthropic Claude Sonnet Latest is $9.5 cheaper on the standard workload (47.5% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
GPT Chat Latest Calculating… Estimated API cost
Anthropic Claude Sonnet 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

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

For a 1M input token plus 500K output token workload, the estimated API cost is $20 for GPT Chat Latest and $10.5 for Anthropic Claude Sonnet Latest.

Best Fit

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

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

Decision Notes
  • On the standard 1M input plus 500K output workload, Anthropic Claude Sonnet Latest is estimated at $10.5 vs $20 for GPT Chat Latest, saving $9.5 (47.5% lower).
  • Anthropic Claude Sonnet Latest is $9.5 cheaper on the standard workload (47.5% lower).
  • Anthropic Claude Sonnet Latest is $2 cheaper per 1M input tokens (40% lower; 1.67x difference).
  • Anthropic Claude Sonnet Latest is $15 cheaper per 1M output tokens (50% lower; 2x difference).
  • Anthropic Claude Sonnet Latest has 600K more context (2.5x larger).
Head-to-Head Specs
FeatureNewGPT Chat Latest
(OpenAI)
Anthropic Claude Sonnet Latest
(Anthropic)
Input Price
prompt tokens per 1M
$5$3
Completion Price
per 1M tokens
$30$15
Sample Workload Cost
1M input + 500K output
$20$10.5
Context Window400K1M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionAnthropic Claude Sonnet LatestOn the standard 1M input plus 500K output workload, Anthropic Claude Sonnet Latest is estimated at $10.5 vs $20 for GPT Chat Latest, saving $9.5 (47.5% lower).
High-volume input processingAnthropic Claude Sonnet LatestLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsAnthropic Claude Sonnet LatestLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workAnthropic Claude Sonnet 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: $0.13.
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.
  • Grok 4.20 Multi-Agent offers 2M context with $5 sample workload cost.
  • Grok 4.20 offers 2M context with $2.5 sample workload cost.
  • GPT-5.5 offers 1.05M context with $20 sample workload cost.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

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Larger context alternatives

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Provider catalogs

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OpenAI catalog

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

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Anthropic catalog

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

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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...

Anthropic Claude Sonnet Latest

This model always redirects to the latest model in the Anthropic Claude Sonnet family.