Source-tracked model comparison

Claude Sonnet 5 vs Opus 4.8: which tracked tier costs less for developer assistance?

Compare verified pricing and model limits for choosing between current Claude premium tiers for developer assistance. The cost example uses a developer assistant backend workload and does not assume equal model quality.

Direct cost answer: Claude Opus 4.8 is estimated at $2,900.00 per month and Claude Sonnet 5 at $1,160.00 for 5,000 input tokens, 1,500 output tokens, and 50,000 monthly requests. Claude Sonnet 5 is $1,740.00 lower under these assumptions. This does not identify a quality winner.
Same-provider alternativesDeveloper assistant backendSources checked 2026-07-12 / 2026-07-12
Tracked facts

Pricing and model limits

Prices are USD per 1M tokens under each model's verified default profile.

FieldClaude Opus 4.8Claude Sonnet 5
ProviderAnthropicAnthropic
API model IDclaude-opus-4-8claude-sonnet-5
Input / 1M$5.00$2.00
Cached input / 1M$0.50$0.20
Output / 1M$25.00$10.00
Context window1,000,000 tokens1,000,000 tokens
Maximum output128,000 tokens128,000 tokens
Accepted inputtext, imagetext, image
Example workload

Developer assistant backend cost scenario

5,000 input and 1,500 output tokens per request, 50,000 monthly requests, and 20% cached input.

Anthropic

Claude Opus 4.8

$2,900.00 / month
Input cost
$1,025.00
Output cost
$1,875.00
Per 1,000 calls
$58.00
Pricing profile
standard
View model details
Anthropic

Claude Sonnet 5

$1,160.00 / month
Input cost
$410.00
Output cost
$750.00
Per 1,000 calls
$23.20
Pricing profile
standard
View model details

Cost result: Claude Sonnet 5 is $1,740.00 lower per month for these assumptions. This is a price comparison, not a model-quality ranking.

StackLens assessment

Questions to answer before choosing

  • Which tasks actually need the higher-cost tier?
  • Can difficult requests be escalated selectively?
  • Does measured completion rate offset token-price differences?
Workload caveat

What this estimate leaves out

The calculation does not compare coding quality and excludes indexing, execution sandboxes, and repository storage.

Latency, reliability, output quality, retries, regional processing, and provider-specific tool charges can change the practical decision.