Claude · Mid-tier · 200K context window

Claude Sonnet 5 pricing for chain of thought

$0.0560 per call at 3,000 input / 5,000 output tokens.

Per call

$0.0560

10K calls/mo

$560

Cache savings

90% off input

Batch savings

50% off all

Calculate your Claude Sonnet 5 costs

Adjust token counts, volume, and discount toggles to model your chain of thought spend. Prices verified daily against provider pricing pages.

Configure your usage

3,000
100100K
5,000
5050K
10,000
1001M

Estimated cost

Monthly cost
$560
10,000 calls/month
Cost per call$0.056
Daily cost$19
Input rate$2.00/MTok
Output rate$10.00/MTok
Analyze your real spend

Quick start

Call Claude Sonnet 5 with the Anthropic Python SDK:

from anthropic import Anthropic

client = Anthropic()
response = client.messages.create(
    model="claude-sonnet-5",
    max_tokens=5000,
    messages=[{"role": "user", "content": "Your prompt here"}]
)
# Cost: ~$0.0560 per call at standard rates
# Input:  $2.00/MTok
# Output: $10.00/MTok

How Claude Sonnet 5 compares on cost

Per-call cost for all models scoring 50+ on chain of thought benchmarks. Hover for details.

Cheapest viable option: GPT 5.6 Terra at $0.0660/call (-18% less, 82/100 quality).

What drives chain of thought cost

Reasoning tasks invert the usual ratio: the model produces far more tokens than it consumes, because the intermediate steps are the work. Output pricing dominates completely, and models that reason at length cost more than their headline rate suggests. Comparing reasoning models on input price is actively misleading; compare them on output.

For Claude Sonnet 5 specifically, that means output tokens cost 5.0x more than input, at $10.00 vs $2.00 per MTok. At this use case’s 3,000/5,000 token split, output accounts for 89% of the $0.0560 per-call cost.

Complete Claude Sonnet 5 pricing breakdown

Standard token rates

Direction$/MTokTokens per call
Input$2.003,000
Output$10.005,000

Prompt caching: 90% off input tokens

Caching drops input cost from $2.00 to $0.20/MTok. For repeated system prompts, that saves $0.005400 per call.

Batch API: 50% off all tokens

Submit requests asynchronously and receive 50% off all token costs. This works best for offline pipelines where latency requirements are flexible.

Monthly cost projections

Monthly volumeCost per callStandard monthlyCached monthlyYou save with caching
10,000 calls$0.0560$560$506$54
50,000 calls$0.0560$2,800$2,530$270
100,000 calls$0.0560$5,600$5,060$540
500,000 calls$0.0560$28,000$25,300$2,700
1,000,000 calls$0.0560$56,000$50,600$5,400

Claude Sonnet 5 quality benchmarks for chain of thought

Use Claude Sonnet 5 for chain of thought

Scores 90/100 (rank #2 of 20). Strong pick for production chain of thought workloads.

Top-ranked: Claude Fable 5 (98/100) at $0.2800/call

Performance across all task types

Claude Sonnet 5 scores by task type. Chain of Thought highlighted.

Code Review96Code Generation93Summarization91Reasoning *90Q&A89Extraction88Creative Writing87Classification86
Task typeConfidence scoreRank out of 20
Code Review96/100#1
Code Generation93/100#2
Summarization91/100#1
Reasoning(current page)90/100#2
Q&A89/100#2
Extraction88/100#2
Creative Writing87/100#3
Classification86/100#3

Confidence scores are a third-party benchmark snapshot from week 29 of 2026. This snapshot is 8 weeks old, so treat the scores as directional and validate against your own evals.

Alternative models for chain of thought

8 models score 80+ on chain of thought benchmarks, sorted by input rate. Cheapest: GPT 5.6 Terra (-18% less, 82/100 quality).

ModelProviderInput $/MTokOutput $/MTokQualityPer callvs Claude
GPT 5.6 TerraGPT$2.00$12.0082/100$0.066018% more
Gemini 3.1 ProGemini$2.00$12.0090/100$0.066018% more
GPT 5.4GPT$2.50$15.0080/100$0.082547% more
Claude Sonnet 4.6Claude$3.00$15.0088/100$0.084050% more
GPT 5.6 SolGPT$4.00$20.0096/100$0.1120100% more
Claude Opus 4.8Claude$5.00$25.0097/100$0.1400150% more
GPT 5.5GPT$5.00$30.0095/100$0.1650195% more
Claude Fable 5Claude$10.00$50.0098/100$0.2800400% more

About Claude Sonnet 5

Provider

Claude

Tier

Mid-tier

Context

200K tokens

Released

Jun 2026

Launched at $2/$10 as introductory pricing through Aug 31, 2026. Anthropic cancelled the scheduled increase to $3/$15, so this is now the standard price.

Other models from Claude

ModelTierInput $/MTokOutput $/MTokContext
Claude Opus 4.8Flagship$5.00$25.00200K
Claude Sonnet 4.6Mid-tier$3.00$15.00200K
Claude Haiku 4.5Fast / Budget$1.00$5.00200K
Claude Opus 5Flagship$5.00$25.001,000K
Claude Fable 5.1Flagship$10.00$50.001,000K
Claude Fable 5Flagship$10.00$50.001,000K

You can compare Claude Sonnet 5 head-to-head against any other model on our model comparison pages, or track how pricing has changed over time on the pricing history tracker.

Frequently asked questions

How much does Claude Sonnet 5 cost for chain of thought per API call?

A typical chain of thought call using Claude Sonnet 5 costs about $0.0560 per call. This estimate uses 3,000 input tokens and 5,000 output tokens at standard rates. Standard rates are $2.00 per million input tokens and $10.00 per million output tokens.

Is Claude Sonnet 5 the best model for chain of thought?

Claude Sonnet 5 scores 90 out of 100 on chain of thought benchmarks overall. It ranks #2 across all 20 models in our cross-provider registry. The highest-ranked model for this task is Claude Fable 5 from Claude. That model scores 98/100 on this task type. Confidence scores are a third-party benchmark snapshot from week 29 of 2026. This snapshot is 8 weeks old, so treat the scores as directional and validate against your own evals.

What is the cheapest model for chain of thought with good quality?

The most affordable model for chain of thought above 80/100 quality is GPT 5.6 Terra. It comes from GPT at $2.00 per million input tokens. Output costs $12.00 per million tokens with a quality score of 82/100. Switching from Claude Sonnet 5 to GPT 5.6 Terra saves about -18% per API call.

How can I reduce my Claude Sonnet 5 costs for chain of thought?

Three strategies lower Claude Sonnet 5 costs for this task type effectively. Prompt caching gives a 90% discount on input tokens when reusing system prompts. The batch API gives 50% off all tokens for asynchronous processing workloads. Prompt optimization reduces token counts through more concise instructions and context windows. Combining caching with batching brings your cost from $0.0560 to about $0.002800 per call.

How does Claude Sonnet 5 pricing compare to other Claude models?

Claude has 6 other models alongside Claude Sonnet 5 today: Claude Opus 4.8 at $5.00/$25.00 per million tokens (flagship), Claude Sonnet 4.6 at $3.00/$15.00 per million tokens (mid-tier), Claude Haiku 4.5 at $1.00/$5.00 per million tokens (fast / budget), Claude Opus 5 at $5.00/$25.00 per million tokens (flagship), Claude Fable 5.1 at $10.00/$50.00 per million tokens (flagship), Claude Fable 5 at $10.00/$50.00 per million tokens (flagship). The right choice depends on whether your chain of thought workload prioritizes quality, cost, or speed.

What context window does Claude Sonnet 5 support?

Claude Sonnet 5 supports a context window of 200K tokens per API call. This sets the maximum combined length of your input prompt and generated response. For chain of thought, typical calls use 3,000 input and 5,000 output tokens. That is well within this limit, leaving room for longer prompts or multi-turn conversations.

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This calculator estimates costs based on published rates only. Connect your API usage to see where your money goes and which models drive your spend.