compare/Claude Opus 4.8vsClaude Sonnet 4.6

Claude Opus 4.8 vs Claude Sonnet 4.6

Pricing, context window, capabilities, and release date — pulled from each provider's public docs. Both are available via the same AIgateway OpenAI-compatible endpoint; flip the model string to switch.

RUN BOTH LIVE

Paste a prompt. Watch them race.

Both models stream in parallel through your own AIgateway key. Tokens, latency, and cost update as they arrive.

Sign in to runLive streaming uses your own key. It's free to sign up.
 Claude Opus 4.8
anthropic/claude-opus-4.8
Claude Sonnet 4.6
anthropic/claude-sonnet-4.6
ProviderAnthropicAnthropic
FamilyClaude 4Claude 4
Modalitytexttext
Context window1,000,000 tok200,000 tok
Max output128,000 tok128,000 tok
Released2026-05-282026-05-22
Input price$5.00 /1M$3.00 /1M
Output price$25.00 /1M$15.00 /1M
Cache read$0.500 /1M$0.300 /1M
Toolsyesyes
Streamingyesyes
Visionyesyes
JSON modeyesyes
Reasoningyesyes
Prompt cachingyesyes
Claude Opus 4.8
anthropic/claude-opus-4.8
Full spec →

Claude Opus 4.8 is Anthropic's most capable generally available model, with a step-change improvement in agentic coding over Claude Opus 4.7. It uses adaptive thinking to calibrate reasoning per task and supports a one million token context window at standard pricing.

Strengths
  • Anthropic's most capable model — #1 on the Artificial Analysis Intelligence Index
  • Best computer-use / browser agent tested (84% on Online-Mind2Web)
  • Adaptive thinking — calibrates reasoning depth per task
  • ~4× less likely than Opus 4.7 to let code flaws pass unremarked
  • More efficient tool calling — fewer steps for the same result
Claude Sonnet 4.6
anthropic/claude-sonnet-4.6
Full spec →

Claude Sonnet 4.6 is Anthropic's latest balanced model offering strong coding, reasoning, and agentic capabilities with improved instruction following.

Strengths
  • Best cost/quality ratio for agentic workloads
  • Low latency
  • Strong tool calling
SWITCH BETWEEN THEM

One key, both models, one line different.

# pip install aigateway-py openai
# aigateway-py: sub-accounts, evals, replays, jobs, webhook verify.
# openai SDK: chat/embeddings/images/audio — drop-in compat per our SDK's own guidance.
from openai import OpenAI

client = OpenAI(
    base_url="https://api.aigateway.sh/v1",
    api_key="sk-aig-...",
)

# Try Claude Opus 4.8
client.chat.completions.create(
    model="anthropic/claude-opus-4.8",
    messages=[{"role":"user","content":"hello"}],
)

# Try Claude Sonnet 4.6 — same client, same key
client.chat.completions.create(
    model="anthropic/claude-sonnet-4.6",
    messages=[{"role":"user","content":"hello"}],
)
Get an AIgateway keyAdd a third model

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