Bonfire Terminal vs Consensus
Consensus is a cloud-hosted research search engine, freemium up to $12/mo, that surfaces evidence from scientific papers using OpenAI models. Bonfire Terminal is a sovereign on-device agent by contrast: your queries and documents stay local, you bring your own LLM key at cost with no markup, and you own it via a one-time license.
Bonfire Terminal vs Consensus: the 16-factor comparison
| Rating factor | Consensus | Bonfire Terminal |
|---|---|---|
| Category | RAG/Knowledge | AI Terminal / Local Agent |
| Popularity | ~1M+ users | Growing · indie |
| Hosting architecture | Cloud-Hosted | On-Device Local |
| Licensing model | Freemium | One-Time Perpetual |
| Data / training policy | Not disclosed | Fully local — nothing leaves device |
| Offline capability | No | Yes |
| Pricing tier range | $0-$12/mo | One-time license |
| Execution unit cost | Subscription | Unlimited Local Compute |
| API-key markup | N/A | No — BYO key at cost |
| Supported LLM providers | OpenAI | OpenAI; Anthropic; Google; Local; Any |
| Auth / permission types | OAuth;Username-Password | API Key; Local/None |
| Phone / messaging bridges | None | Telegram; WhatsApp |
| Speech recognition engine | None | Whisper (local) |
| Local media processing | No | Yes |
| Sovereign score | 31 / 100 | 93 / 100 |
The sovereignty gap
Where Consensus lands on each weighted pillar (its bar) — the red marker is Bonfire's score. Auto-derived from the 16 factors above.
Which should you choose?
Choose Consensus if…
Choose Consensus if you want an AI search engine that pulls direct, evidence-based answers from a large corpus of scientific papers.
Choose Bonfire Terminal if…
Choose Bonfire Terminal if you want a general on-device AI agent you own once, keeping your queries and documents private on your own machine.
Bonfire Terminal vs Consensus: FAQ
Is Consensus private?
Consensus's training policy is unstated, and it is cloud-hosted, so your searches pass through its servers. Bonfire Terminal runs on-device, so your queries and any documents you analyze never leave your machine.
Is Bonfire Terminal cheaper than Consensus?
Consensus subscribes from free to $12/mo. Bonfire Terminal is a one-time perpetual license, after which you pay LLM providers directly at cost with no markup, so it avoids recurring monthly fees over the long run.
Can Bonfire Terminal replace Consensus?
Not fully. Consensus searches a dedicated scientific-paper corpus for evidence-based answers. Bonfire's on-device agent can reason over papers you supply, but it lacks Consensus's built-in research search index across published literature.
What can Bonfire Terminal do that Consensus can't?
Bonfire is a full on-device agent with Telegram and WhatsApp bridges, local Whisper speech recognition, and local media processing, under one license. Consensus is a cloud research search tool without agent capabilities, messaging, voice, or media handling.
How do I switch from Consensus to Bonfire Terminal?
Gather the papers you research in Consensus and load them into Bonfire Terminal to query on-device with your own LLM key. For discovering new literature, you may still search a dedicated index separately.
Does Bonfire Terminal work offline vs Consensus?
Consensus is cloud-hosted with no offline capability. Bonfire Terminal runs on-device, so Whisper transcription and local media processing work offline; LLM and search calls need connectivity but route directly to your own keys.