compare/Claude Sonnet 4.6vsFLUX.2 [Pro] Preview

Claude Sonnet 4.6 vs FLUX.2 [Pro] Preview

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 Sonnet 4.6
anthropic/claude-sonnet-4.6
FLUX.2 [Pro] Preview
black-forest-labs/flux-2-pro-preview
ProviderAnthropicBlack Forest Labs
FamilyClaude 4FLUX
Modalitytextimage
Context window200,000 tok
Max output128,000 tok
Released2026-05-222026-05-27
Input price$3.00 /1M$0.0000 /img
Output price$15.00 /1M
Cache read$0.300 /1M
Toolsyes
Streamingyes
Visionyes
JSON modeyes
Reasoningyes
Prompt cachingyes
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
FLUX.2 [Pro] Preview
black-forest-labs/flux-2-pro-preview
Full spec →

FLUX.2 [pro] Preview is Black Forest Labs' recommended default for production image generation and editing — tracks the latest [pro] weights with strong multi-reference support.

Strengths
  • Text-to-image generation
  • Creative control
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 Sonnet 4.6
client.chat.completions.create(
    model="anthropic/claude-sonnet-4.6",
    messages=[{"role":"user","content":"hello"}],
)

# Try FLUX.2 [Pro] Preview — same client, same key
client.chat.completions.create(
    model="black-forest-labs/flux-2-pro-preview",
    messages=[{"role":"user","content":"hello"}],
)
Get an AIgateway keyAdd a third model

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