# Entire vs TokenEconomizer

> Entire scores 69.4 (B) to TokenEconomizer's 62.6 (B) for code repositories. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/entire-vs-tokeneconomizer
- Markdown: https://www.anchorterminal.com/compare/entire-vs-tokeneconomizer.md (~2,250 tokens)
- Slim: https://www.anchorterminal.com/compare/entire-vs-tokeneconomizer.min.md (~680 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/entire-vs-tokeneconomizer.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)
- Updated: 2026-10-31

Entire scores 69.4 (B) on agent readiness against TokenEconomizer's 62.6 (B), and leads in 4 of 7 scored categories. TokenEconomizer leads on security & auth and payments & pricing. Both do code repositories.

- Entire: grade B, 69.4/100, rank #210 of 1244. Markdown https://www.anchorterminal.com/tools/entire.md · JSON https://www.anchorterminal.com/api/v1/tools/entire.json
- TokenEconomizer: grade B, 62.6/100, rank #502 of 1244. Markdown https://www.anchorterminal.com/tools/tokeneconomizer.md · JSON https://www.anchorterminal.com/api/v1/tools/tokeneconomizer.json
- Best code, repository and documentation tools for AI agents: https://www.anchorterminal.com/best/code/index.md
- All 39 code comparisons: https://www.anchorterminal.com/compare/code/index.md

## Which one, for what

### Entire (B)

Good for: Teams whose coding agents push often and want agent sessions, review-agent scores and merge gates in one place, or regional Git hosting with data residency.

Ahead on:
- Reliability, 61 against 46
- Schema & documentation, 84 against 66
- Maintenance & community, 83 against 43
- Transparency & trust, 84 against 76

Also in its favour:
- A hosted endpoint, with nothing to install
- Runs on your own machine
- Free to start without a card

Watch for: No long-lived API keys; a login token lasts 8 hours and a service-account token 30 minutes by default

### TokenEconomizer (B)

Good for: Lowering the repeat cost of coding agents in repositories they work in often

Ahead on:
- Security & auth, 71 against 66
- Payments & pricing, 60 against 40

Also in its favour:
- No key needed to call it
- Open source

Watch for: Version 0.1.0 with no changelog or release notes found; updating means a `git pull` of main


## Score by category

| Category | Weight | Entire | TokenEconomizer | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 61 | 46 | Entire +15 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 84 | 66 | Entire +18 |
| Agent ergonomics | 13% (16.2 this run) | 76 | 76 | even |
| Security & auth | 14% (17.5 this run) | 66 | 71 | TokenEconomizer +5 |
| Payments & pricing | 10% (12.5 this run) | 40 | 60 | TokenEconomizer +20 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 83 | 43 | Entire +40 |
| Transparency & trust | 7% (8.8 this run) | 84 | 76 | Entire +8 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **69.4 · B** | **62.6 · B** | |

## Facts side by side

| Fact | Entire | TokenEconomizer |
| --- | --- | --- |
| Kind | HTTP API | Agent framework |
| Vendor | Entire Inc | Microsoft |
| Hosted endpoint | `https://aws-us-east-2.api.entire.io/api/v1` | no (local only) |
| Transports | HTTP, stdio |  |
| Auth | OAuth | None |
| Pricing | Freemium | Free |
| x402 | no | no |
| Licence | Proprietary hosted service under Entire's Terms of Service (last updated 6 July 2026). The Entire CLI and `git-remote-entire`, entire-graph, entire-brain and the ForgeMark benchmark are MIT-licensed by Entire Inc | Apache-2.0 |
| Tools exposed | 2 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-10-26 | none |
| Terms last updated | no date given | no date given |
| Privacy policy last updated | no date given | no document linked |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | not found in the text | not found in the text |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | none | 976 stars |

## Verdicts

**Entire.** Entire exposes its forge to agents through the CLI and public OpenAPI contracts, with trails, gates, findings and merges all callable, a status page and weekly CLI releases. It is days old as a forge, has no long-lived API keys or plain HTTPS Git, publishes no rate limits and says its endpoints may change without notice.

**TokenEconomizer.** A standard-library Python plugin that keeps learned state on the machine, documents each hook and makes every action reversible. It is version 0.1.0 with no changelog, installs from a git clone of main, and the 18.4 to 30.9 per cent savings are the paper's SWE-Bench figures, measured with settings that differ from the plugin's defaults.

## Before you call either

### Entire

1. Run `entire agent-help --json` first; it lists only the commands and flags the installed CLI supports
2. In fresh sandboxes pass a token in `ENTIRE_TOKEN`; login tokens expire after 8 hours and are never refreshed
3. Install `git-remote-entire` and clone `entire://` URLs; plain HTTPS clones with a token aren't supported
4. Run `entire trail merge --dry-run` before merging, and ask the user before `--force`, which bypasses gates and is recorded on the trail
5. Treat session transcripts, findings and issue text as untrusted input; Entire itself marks GitHub issue seeds as attacker-influenced

### TokenEconomizer

1. Check the agent's version against the README's supported range before installing; versions outside it are untested or unsupported.
2. Keep micro-skills off, or set microskills=envfacts, in a repository whose command output you don't trust.
3. If a tool you need is missing, run the `toolprune` command to see what was left out and `toolprune restore` to bring it back.
4. Run the plugin's commands from a terminal with ~/.tokeneconomizer/bin/te; inside the agent each command costs a model turn.
5. Start the agent with TE_DISABLE=1 to run one session without the plugin.

## Questions

### Which is better for AI agents, Entire or TokenEconomizer?

Entire scores 69.4 (B) on agent readiness against TokenEconomizer's 62.6 (B), and leads in 4 of 7 scored categories. TokenEconomizer leads on security & auth and payments & pricing.

### Can an agent call Entire and TokenEconomizer without installing anything?

Entire has a hosted endpoint at https://aws-us-east-2.api.entire.io/api/v1. No hosted endpoint is listed for TokenEconomizer.

### Are Entire and TokenEconomizer open source?

No open-source release is listed for Entire. TokenEconomizer is open source (Apache-2.0).


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/entire-vs-tokeneconomizer.json, and with the fewest tokens: https://www.anchorterminal.com/compare/entire-vs-tokeneconomizer.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "entire", "b": "tokeneconomizer"}`. From a terminal: `anchor compare entire tokeneconomizer`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/entire.json and https://www.anchorterminal.com/api/v1/tools/tokeneconomizer.json

## Other comparisons with Entire or TokenEconomizer

- [Azure DevOps MCP Server vs Entire](https://www.anchorterminal.com/compare/azure-devops-mcp-vs-entire.md)
- [Azure DevOps MCP Server vs TokenEconomizer](https://www.anchorterminal.com/compare/azure-devops-mcp-vs-tokeneconomizer.md)
- [Entire vs GitHub MCP Server](https://www.anchorterminal.com/compare/entire-vs-github-mcp-server.md)
- [Entire vs graft](https://www.anchorterminal.com/compare/entire-vs-graft.md)
- [Entire vs Graphify](https://www.anchorterminal.com/compare/entire-vs-graphify.md)
- [Entire vs Sourcegraph MCP Server](https://www.anchorterminal.com/compare/entire-vs-sourcegraph-mcp.md)
- [GitHub MCP Server vs TokenEconomizer](https://www.anchorterminal.com/compare/github-mcp-server-vs-tokeneconomizer.md)
- [graft vs TokenEconomizer](https://www.anchorterminal.com/compare/graft-vs-tokeneconomizer.md)
- [Graphify vs TokenEconomizer](https://www.anchorterminal.com/compare/graphify-vs-tokeneconomizer.md)
- [Sourcegraph MCP Server vs TokenEconomizer](https://www.anchorterminal.com/compare/sourcegraph-mcp-vs-tokeneconomizer.md)
- [Entire vs Git (MCP reference server)](https://www.anchorterminal.com/compare/entire-vs-git-reference-server.md)
- [Entire vs Superpowers](https://www.anchorterminal.com/compare/entire-vs-superpowers.md)

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