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Avian vs Contextwaise

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Avian compared with Contextwaise
Detail AvianContextwaise logo Contextwaise
What it doesFast, affordable AI inference API with pay-per-token pricing and dedicated GPU compute Context optimization for production AI
StageNot given MVP
FoundedNot given Not given
Based inUS GB
Pricing modelPaid Freemium
PricingInference API: DeepSeek V4.1 Flash from $0.1275/M input tokens and $0.51/M output tokens. DeepSeek V4 Flash from $0.14/M input and $0.28/M output. DeepSeek V4 Pro 0813 from $0.561/M input and $1.683/M output. MiniMax M3 from $0.255/M input and $1.02/M output. GLM-5.3 from $1.19/M input and $3.74/M o Free: 1M context tokens (one-time). Pro: $15/month for 100M tokens/month, $0.18 per extra 1M tokens. Scale: $49/month for 350M tokens/month, $0.15 per extra 1M tokens. 30% off Pro or Scale for the first year for early access teams.
Key features
  • Pay-per-token pricing with no subscriptions or minimums
  • Access to 10+ frontier open-source models including DeepSeek, MiniMax, GLM, Kimi and MiMo
  • OpenAI-compatible API for drop-in integration
  • NVIDIA B200 and B300 GPUs with speculative decoding
  • Multi-region deployment for low-latency responses
  • Zero cold start times with always-warm inference
  • SOC/2 approved infrastructure with zero data retention
  • Dedicated 8-GPU HGX nodes available prepaid for 12-36 months
  • Compatible with 20+ coding tools including Cursor and Claude Code
  • Vision analysis, web search and native tool calling built-in
  • Removes duplicate context and off-topic results
  • Works with any LLM provider
  • API and SDK integrations
  • Quality guard checks if kept context is sufficient
  • Local cleanup of tool output and JSON fields
  • Fallback to original context on service failure
  • Per-agent budgets and token limits
  • Savings report showing cost avoided
What makes it different
  • Industry-leading inference speed: 489 tokens per second on DeepSeek V4.1 Flash
  • Dramatically lower costs than competitors: $0.51 per million output tokens vs $10.00 for GPT-4o
  • First to deploy DeepSeek R1 at scale with 351 tokens per second
  • Enterprise-grade security with SOC/2, GDPR compliance and zero data retention
  • Reduces input tokens to LLMs by 56–71% on average
  • Optimizes in milliseconds without slowing requests
  • No model or provider changes required
  • Every removal logged with reason and recoverable
Community votes00
DR (Domain Rating by Ahrefs)48 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)86
Citation Flow (Majestic)3519
Referring domains (Majestic)3552

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