QIRA › LOLM — Latent Order Language Model Research Products Contact All of Qira ↗ Deep, honest comparison guides — architecture, workflow, pricing, and when to pick each product. Built for developers evaluating coding agents in 2026.
Terminal-native agent vs task-state + receipts. Pricing, loop design, when each wins.
IDE-first editing vs jail + verified builds. Cost at $20 plans vs LOLM Plus/Pro.
OpenAI agent stack vs open cascade + sealed evidence.
Inline autocomplete vs full agent loop with task state.
Autonomous SWE agent product vs transparent control + self-host.
General chat vs coding agent with sandbox and receipts.
| Claude Code | Cursor | Copilot | LOLM | |
|---|---|---|---|---|
| Primary surface | CLI / terminal | IDE | IDE inline | CLI + web app |
| Structured task state | Session/context | Chat + rules | Limited | z_t G/P/W/A/U/F/C |
| Sealed per-run receipt | Logs | Chat history | No | Hash-chained ledger |
| Free daily try | Plan limits | Trial/plan | Plan | Free tier every day |
| Self-host unlimited | Limited | Cloud | Cloud | Yes + BYOK |
| Typical paid entry | ~$20 AI plan | ~$20/mo | ~$10–19/mo | Plus $9 · Pro $19 |
npm i -g lolm-cli or open the app.Free 8 runs/day · Plus $9 · Pro $19 · Self-host unlimited
Sometimes as a complementary or cheaper daily driver for sandboxed tasks with receipts. Claude Code remains excellent for deep Anthropic-model workflows in the terminal. Choose by architecture and cost, not hype.
No. We publish architecture claims and our Latent Task Integrity harness, not unpublished frontier leaderboard wins.
LOLM sells daily run and visual-build quotas (Free / Plus $9 / Pro $19). We do not sell a token wallet. Self-host is unlimited.