Day 7 · 2026-10-31
18 launches checked71 claims quoted word for word121 user reports linked10 verified fixes linked26 corrections publishedLive 8 days5 of 5 founding sponsor spots left
AI launches, checked against real usersLast re-stamped 31 Oct 2026

AI models / Compare

LFM3 vs Mistral Large 4: which delivered after 7 days?

Neither has a verdict yet: both are stamped Too early, with fewer than about five solid user reports each.

LFM3Mistral Large 4
VerdictToo earlyToo early
Claims held21
Claims mixed00
Claims failed00
Claims unclear12
User reports63
Launched27 Oct 202629 Oct 2026
Last stamped30 Oct 202631 Oct 2026

No. 013 · Liquid AI

LFM3

Day 4 of 7
Too earlyDay 7 verdict

It is as small and long-context as promised, but every comparison with the previous model is still Liquid's own, and one hands-on test found it fails coding and multi-step tasks.

Launched
27 Oct 2026
Stamped
30 Oct 2026
Claims
✓2 held · ~0 mixed · ✗0 failed · ?1 unclear
Reports
6 (0 praise · 1 problem · 5 mixed)

What they claimed

“a new tri-hybrid architecture and training recipe allow LFM3-1.7B to outperform our previous LFM2.5-2.6B while using 35% fewer parameters.”
? Unclear
“the text model fits in about 1 GB at 4-bit precision.”
✓ Holds
“256K context window for the text model.”
✓ Holds

Full receipt

No. 017 · Mistral AI

Mistral Large 4

Day 2 of 7
Too earlyDay 7 verdict

Weights are out, but few hands-on reports yet; the cybersecurity claim leans on one index and is untested by users.

Launched
29 Oct 2026
Stamped
31 Oct 2026
Claims
✓1 held · ~0 mixed · ✗0 failed · ?2 unclear
Reports
3 (0 praise · 3 problem · 0 mixed)

What they claimed

“ML4 is one of the world's strongest AI models for cybersecurity.”
? Unclear
“We will release the weights by the end of the month.”
✓ Holds
“significantly outperforming any open-weight model developed in the US or Europe”
? Unclear

Full receipt

Both stamps come from the public user reports linked on each receipt, under the same method. Verdicts are opinion and are never paid for.

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