Corrections and how we verify
1 correction recorded so far. Found something wrong? Email hello@theagenticweekly.com with a source. We fix the page, update its last-updated date and list the fix here.
Last updated · Machine-readable: corrections.json · Full site and data history: changelog
Corrections
- · 26 comparison pages (search snippet text only). The search snippet of 26 comparison pages listed GitHub star counts in the wrong order (the higher count first, not in the order the tools are named). The page bodies were already correct. Each snippet now lists stars in the same order as the names. Three MCP comparison snippets also no longer cut a license name off mid-word. Details
How we verify, in numbers
These counts come straight from the data on this site on the day it was last built. They describe what we checked and when; they are not an accuracy rate, and we do not claim one.
- 26 news briefs with 47 quoted passages. Each quote is checked as exact text against the cited source before a brief can be published; 26 of 26 briefs list a primary source.
- 139 tool entries, last verified between Oct 25, 2026 and Oct 26, 2026. 43 are labelled Tested and each links its smoke-test log (57 logs in total); the rest are Reported (read from official sources, not run by us).
- 89 model entries, every fact with its source URL, last verified between Oct 26, 2026 and Oct 28, 2026.
Latest spot check (Oct 28, 2026)
We drew 10 model entries at random and searched the cited vendor page for each context window, output limit, API id and price we publish. 22 of 23 values were found on the cited page, 0 were not found, and 1 could not be checked because the cited page did not load. This is a string match, not a full read of the page: it shows the value appears on the page, not that it sits next to the right model name. It is a small sample and not an accuracy rate.
| Model | Fact | Cited page | Result |
|---|---|---|---|
| nano-banana-pro | contextTokens | ai.google.dev | value found on the cited page |
| nano-banana-pro | maxOutputTokens | ai.google.dev | value found on the cited page |
| nano-banana-pro | apiId | ai.google.dev | value found on the cited page |
| mistral-large-4 | contextTokens | docs.mistral.ai | value found on the cited page |
| mistral-large-4 | apiId | docs.mistral.ai | value found on the cited page |
| mistral-large-4 | pricing | docs.mistral.ai | value found on the cited page |
| muse-spark-open | contextTokens | research.meta.ai | value found on the cited page |
| claude-opus-4-6 | apiId | platform.claude.com | value found on the cited page |
| claude-opus-4-6 | pricing | platform.claude.com | value found on the cited page |
| voxtral-tts | apiId | docs.mistral.ai | value found on the cited page |
| voxtral-tts | pricing | docs.mistral.ai | value found on the cited page |
| gemini-3-8-live | apiId | ai.google.dev | value found on the cited page |
| gemini-3-8-live | pricing | ai.google.dev | value found on the cited page |
| claude-mythos-5 | contextTokens | platform.claude.com | value found on the cited page |
| claude-mythos-5 | maxOutputTokens | platform.claude.com | value found on the cited page |
| claude-mythos-5 | apiId | platform.claude.com | value found on the cited page |
| grok-voice-3-0 | apiId | docs.x.ai | value found on the cited page |
| minimax-m3-1-flash | contextTokens | huggingface.co | value found on the cited page |
| minimax-m3-1-flash | apiId | huggingface.co | value found on the cited page |
| minimax-m3-1-flash | pricing | www.minimax.io | value found on the cited page |
| gemini-3-1-flash-lite | contextTokens | ai.google.dev | value found on the cited page |
| gemini-3-1-flash-lite | maxOutputTokens | ai.google.dev | value found on the cited page |
| gemini-3-1-flash-lite | apiId | ai.google.dev | cited page could not be fetched |
Paid and affiliate status
Today, none of 139 tool entries are paid featured listings and none carry an affiliate link. Any that do will be labelled “Featured · Paid placement” or “affiliate link” on the page, and affiliate links use rel="sponsored". See the editorial policy.
Source of record
We are a fast, independent index. For every release, model and tool the vendor’s own page is the source of record, and each entry links to it as its “Primary source”. Use our page to find and compare; use the vendor page to confirm.