AI inference & GPU cloud
Contextwaise
Context optimization for production AI
- 0community votes
- 0DR by Ahrefs no change since last check
Ahrefs Domain Rating signal 13 Nov 2026, signal shifted 2 Nov 2026.
Removes unnecessary context from LLM requests to reduce token costs, working with any model provider through an API or SDK.
What it is
Contextwaise optimizes LLM costs by identifying and removing unnecessary context before it reaches the model. It sits between your application and LLM provider, scoring each piece of context against the user's question and removing duplicates, off-topic results, and noise like passing tests or empty fields. The service works with any LLM provider through a REST API, TypeScript SDK, or Python SDK, requiring no changes to your model or prompts. On example requests, it reduces input tokens by 56–71% and agent costs by up to 55%, completing the optimization in milliseconds. Every removal is logged with its reason and can be recovered if needed.
Systems
- 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
Pricing
Pricing model: Freemium
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.
Want to see what Contextwaise does next? Follow them for milestones, new products and stories by email.
Contextwaise metrics
Signal readout for contextwaise.com: Ahrefs Domain Rating and Majestic link signals, arrows for the change since the last scan.
- 0 Domain Rating no change since last check
- 6 Trust Flow no change since last check
- 19 Citation Flow no change since last check
- 2 Referring domains no change since last check
- 21 External backlinks no change since last check
Ahrefs Domain Rating signal 13 Nov 2026, signal shifted 2 Nov 2026. Strongest signal topic: Arts/Online Writing (5). Majestic signal 2 Nov 2026, signal shifted 2 Nov 2026. Link signals from Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.
Contextwaise domain signal
Show the signal details
Public RDAP record, last read 13 Nov 2026, 01:50 UTC.
- Domain age 1 month
- Registered
- Expires
- Registrar NameCheap, Inc.
- DNSSEC Not signed
Contextwaise post-launch signal
The record for Contextwaise after its launch on Nexora Launch (2 November 2026), from the readings we keep.
- 0 Domain Rating (Ahrefs) no change since launch
at launch: 0 (2 Nov 2026); latest: 12 Nov 2026 - 6 Trust Flow (Majestic)
first measured 2 Nov 2026 - 2 Referring domains (Majestic)
first measured 2 Nov 2026
Day 10 since launch. Next receipt: day 30, 2 Dec 2026. A change here is a reading, not a claim about its cause; lots of things move these figures. Anything we do not measure is not shown.
Got a launch coming up?
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Quick answers
- Will it change my answers?
- It only removes context the answer doesn't need: duplicates, off-topic results, and noise like passing tests or empty fields. After a cut, a check asks whether what was kept was enough, and the next requests cut less if it wasn't.
- What if Contextwaise is down?
- Your app keeps working. If the service can't answer, you send your original context to your model as you do today. Agents keep running with the free local cleanup only.
- Do I have to change my model or provider?
- No. You keep calling OpenAI, Anthropic, Gemini or any model directly. Contextwaise only decides which context reaches it and never sits between you and your provider's bill.
- What does it cost?
- Free for your first 1M context tokens, then plans from $15 a month for 100M tokens/month. The calculator on the pricing page shows what you'd save on your model and volume.
- Is my data stored?
- Not in full. For your request log, the service keeps the first 500 characters of the question and a short preview of each context item. With an API key, the agent SDK sends tool results still over budget after cleanup in sections to be scored; they are not stored.
Contextwaise has a free listing. The owner can unlock the full profile with a paid launch for $5:
- Founder story (locked)
- Milestones (locked)
- Demo video (locked)
- Dofollow website link (locked)
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