What’s the word
on AI?

Follow the sentiment. Explore what people praise—and what gets in the way.

13 models tracked6 vendors · Source: X

VendorModelAnalysisFocus

1,538 classified mentions · 100 excluded (13 cannot determine)Newest post Oct 5, 2026

THE BIG PICTURE

Where the conversation stands

PositiveNegative

31%positive (484)

22%negative (333)

639 neutral · 82 mixedNo comparable previous period

Share of classified mentions · UTCCollected opinions, unweighted by likes or reposts

FOLLOW THE SIGNAL

Model by model

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CClaude Sonnet 5.5Anthropic	94	Target reached100 / 50 acceptedAttempted Oct 4, 2026	52%/5%	100%/0%small sample	86%/0%	67%/4%	64%/9%
CClaude Opus 5.5Anthropic	145	Page limit reached49 / 50 acceptedAttempted Oct 5, 2026	43%/21%	100%/0%small sample	67%/33%	62%/23%	60%/20%
GGemini 3.8 FlashGoogle	96	Target reached100 / 50 acceptedAttempted Oct 4, 2026	40%/16%	29%/57%	50%/0%	22%/0%	65%/6%
DDeepSeek V4.1 FlashDeepSeek	97	Target reached100 / 50 acceptedAttempted Oct 4, 2026	36%/11%	0%/0%small sample	40%/40%	39%/7%	71%/0%
KKimi K3Moonshot AI	132	Page limit reached36 / 50 acceptedAttempted Oct 5, 2026	36%/19%	50%/50%small sample	0%/50%small sample	27%/7%	47%/29%
GGrok 4.7xAI	99	Target reached100 / 50 acceptedAttempted Oct 4, 2026	30%/24%	0%/100%small sample	14%/71%	29%/43%	75%/6%
GGemini 3.1 ProGoogle	97	Target reached100 / 50 acceptedAttempted Oct 4, 2026	29%/28%	0%/100%small sample	20%/60%	0%/50%	13%/38%
GGPT-6 LunaOpenAI	146	Page limit reached46 / 50 acceptedAttempted Oct 5, 2026	29%/17%	25%/63%	8%/75%	63%/11%	20%/30%
CClaude Fable 5.1Anthropic	143	Page limit reached44 / 50 acceptedAttempted Oct 5, 2026	28%/29%	50%/33%	40%/40%	19%/62%	54%/25%
GGPT-6.1 SolOpenAI	143	Page limit reached46 / 50 acceptedAttempted Oct 5, 2026	28%/29%	0%/60%	3%/73%	59%/31%	60%/20%
DDeepSeek V4 ProDeepSeek	94	Target reached100 / 50 acceptedAttempted Oct 4, 2026	26%/16%	0%/100%small sample	25%/25%	26%/7%	75%/25%small sample
GGPT-6 AstraOpenAI	152	Page limit reached44 / 50 acceptedAttempted Oct 5, 2026	20%/29%	25%/50%small sample	0%/29%	42%/33%	52%/28%
CClaude Haiku 4.5Anthropic	100	Target reached100 / 50 acceptedAttempted Oct 4, 2026	19%/28%	0%/86%	33%/8%	43%/5%	46%/23%

The table starts with the highest positive Overall share. Select any heading to sort; sentiment headings rank by positive share. Trend arrows compare overall net sentiment with the previous equivalent period. Collection shows the latest attempt and seven-day coverage. “—” means no classified evidence or comparable period. Small samples are marked.

13 of 13 enabled models have a recorded collection outcome with target 50 in the last 7 days. Search exhaustion and page limits can produce fewer records.

Last collection attempt Oct 5, 2026 · partially completedNew analyses use TypeSafe Jev

What’s the word on AI?

Where the conversation stands

Model by model

What’s the word
on AI?