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SayGM vs Needle 3

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

SayGM compared with Needle 3
DetailSayGM logo SayGM Needle 3
What it doesAn LLM gateway for Claude, GPT, Gemini and open models at or below list price Foundation model for mobile, wearables, robots, smart home, automotive and microcontrollers
StageNot given Startup
FoundedNot given Not given
Based inAE Not given
Pricing modelPaid Open source
PricingPer million tokens, with live pricing capped at list price. Models range from $0.07-$0.27 per million input tokens and $0.23-$1.08 per million output tokens. For example: Claude Opus 5.5 at $1.09 input/$5.45 output per million tokens, GPT-6-Luna at $0.08 input/$0.40 output per million tokens, Deepse Not given
Key features
  • Works with existing OpenAI and Anthropic SDKs without code changes
  • Integrates with Cursor, Cline, Claude Code and Vercel AI SDK
  • Live pricing capped at model provider list price
  • 60+ models including Claude, GPT, Gemini and open-weight models
  • Intel TDX trusted execution environment with hardware attestation
  • Pay-as-you-go billing with no top-up fees
  • Prompt encryption for open models inside TEE enclave
  • SayGM Desktop AI agent for local file work
  • Switch models mid-chat in Desktop
  • Model routing across competing operators for availability
  • Tool calling with function selection and argument filling
  • Structured extraction with guaranteed JSON parsing
  • Text embeddings for local semantic search and matching
  • Confidence scoring for routing and gating calls
  • Laddered subnetwork architecture from 2 to 20 layers
  • LoRA fine-tuning support for customization
  • 400-4k tokens per second inference speed on Raspberry Pi 5
  • Python package with pip install and Hugging Face distribution
What makes it different
  • Up to 70% discount vs list price on frontier and open models
  • Sealed privacy with hardware-verified Intel TDX attestation anyone can check
  • Supports all major model providers in one API without SDK changes
  • Transparent live pricing that never exceeds official model provider rates
  • Beats models 10x its size on mobile tool calling benchmarks
  • Matches models 2-3x larger on structured extraction tasks
  • Entire model in a single 8-29 MB binary for tiny devices
  • Simple Attention Network architecture uses 2x fewer MFLOPs than transformers
  • Fine-tuned subnetworks outperform larger models like DeepSeek V4 Flash
Community votes00
DR (Domain Rating by Ahrefs)35 +4 (up) since last check56 no change since last check
Trust Flow (Majestic)914
Citation Flow (Majestic)3139
Referring domains (Majestic)961592

4 details filled in for both companies.

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