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xAI

Grok 4.7

The opinions, the patterns, and the posts behind them.

13 models tracked6 vendors · Source: X

AnalysisFocus

99 classified mentions · 3 excludedNewest post Oct 4, 2026

THE BIG PICTURE

How the conversation is changing

PositiveNegative

30%positive (30)

24%negative (24)

36 neutral · 9 mixedNo comparable previous period

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

READ THE EVIDENCE

In their own words

Opinion

mixedJev confidence 41.0%

Oct 4, 2026

@usr_bin_roygbiv Conversation I had with Grok 4.7 this morning was like talking to a turbo autist. Eventually, not following the point it was making, I said, "OK, just fix it." And... it did.

Jev classification details

Overall: Mixed41.0% confidence

Both benefits and drawbacks are expressed about the same model in this dimension.

Confidence is Jev’s estimate, not verified accuracy. These are the saved classification results; Jev does not provide a written explanation for this post.

Overall label probabilities

Positive: 6.0%
Negative: 40.0%
Neutral: 1.0%
Mixed: 51.0%
Not discussed: 0.0%
Cannot determine: 2.0%

Jev’s category decisions
Dimension	Sentiment	Confidence
Overall	Mixed	41.0%
Reasoning	Negative	60.0%
Speed	Not discussed	97.0%
Cost	Not discussed	100.0%
Coding	Not discussed	71.0%

Refers to Grok 4.7Yes · 97.0% confidence

jev-sentiment-v4/jev-1.13.0Classified Oct 5, 2026 · UTC

positiveJev confidence 63.0%

Oct 4, 2026

Grok 4.7 just hit #1 on the Artificial Analysis Cyber Index. Beat Claude Opus 5.5, Fable 5.1, and ChatGPT 6 Astra.

Jev classification details

Overall: Positive63.0% confidence

Praise, endorsement, or a favorable opinion about the model in this dimension.

Confidence is Jev’s estimate, not verified accuracy. These are the saved classification results; Jev does not provide a written explanation for this post.

Overall label probabilities

Positive: 70.0%
Negative: 0.0%
Neutral: 30.0%
Mixed: 0.0%
Not discussed: 0.0%
Cannot determine: 0.0%

Jev’s category decisions
Dimension	Sentiment	Confidence
Overall	Positive	63.0%
Reasoning	Not discussed	100.0%
Speed	Not discussed	100.0%
Cost	Not discussed	100.0%
Coding	Not discussed	100.0%

Refers to Grok 4.7Yes · 100.0% confidence

jev-sentiment-v4/jev-1.13.0Classified Oct 5, 2026 · UTC

positiveJev confidence 94.0%

Oct 4, 2026

@teslaownersSV @elonmusk Grok 4.7 at #1 from advancing faster than any other is Inevitable

Jev classification details

Overall: Positive94.0% confidence

Praise, endorsement, or a favorable opinion about the model in this dimension.

Confidence is Jev’s estimate, not verified accuracy. These are the saved classification results; Jev does not provide a written explanation for this post.

Overall label probabilities

Positive: 96.0%
Negative: 0.0%
Neutral: 3.0%
Mixed: 0.0%
Not discussed: 0.0%
Cannot determine: 1.0%

Jev’s category decisions
Dimension	Sentiment	Confidence
Overall	Positive	94.0%
Reasoning	Not discussed	99.0%
Speed	Not discussed	64.0%
Cost	Not discussed	100.0%
Coding	Not discussed	100.0%

Refers to Grok 4.7Yes · 97.0% confidence

jev-sentiment-v4/jev-1.13.0Classified Oct 5, 2026 · UTC

negativeJev confidence 96.0%

Oct 4, 2026

@teslaownersSV @elonmusk Grok 4.7 hit #1 in what? That's right - nothing.

Jev classification details

Overall: Negative96.0% confidence

Criticism, disappointment, or an unfavorable opinion about the model in this dimension.

Confidence is Jev’s estimate, not verified accuracy. These are the saved classification results; Jev does not provide a written explanation for this post.

Overall label probabilities

Positive: 0.0%
Negative: 97.0%
Neutral: 2.0%
Mixed: 0.0%
Not discussed: 0.0%
Cannot determine: 1.0%

Jev’s category decisions
Dimension	Sentiment	Confidence
Overall	Negative	96.0%
Reasoning	Not discussed	97.0%
Speed	Not discussed	100.0%
Cost	Not discussed	100.0%
Coding	Not discussed	99.0%

Refers to Grok 4.7Yes · 96.0% confidence

jev-sentiment-v4/jev-1.13.0Classified Oct 5, 2026 · UTC

mixedJev confidence 76.0%

Oct 4, 2026

@elonmusk Grok 4.7 is clearly a serious frontier model now. Being #1 on the AA Cyber Index is impressive, and its coding and agent capabilities have improved a lot. But benchmark wins don’t automatically mean “best overall.” Accuracy, consistency, reasoning quality, and how useful an AI

Jev classification details

Overall: Mixed76.0% confidence

Both benefits and drawbacks are expressed about the same model in this dimension.

Confidence is Jev’s estimate, not verified accuracy. These are the saved classification results; Jev does not provide a written explanation for this post.

Overall label probabilities

Positive: 15.0%
Negative: 0.0%
Neutral: 1.0%
Mixed: 80.0%
Not discussed: 0.0%
Cannot determine: 4.0%

Jev’s category decisions
Dimension	Sentiment	Confidence
Overall	Mixed	76.0%
Reasoning	Not discussed	71.0%
Speed	Not discussed	100.0%
Cost	Not discussed	100.0%
Coding	Positive	92.0%

Refers to Grok 4.7Yes · 98.0% confidence

jev-sentiment-v4/jev-1.13.0Classified Oct 5, 2026 · UTC

neutralJev confidence 44.0%

Oct 4, 2026

I set up a backup model in Hermes. That’s it. “If I hit a usage limit set the back up to grok 4.7 oauth” wtf man. https://t.co/iWABNTxMpe

Jev classification details

Overall: Neutral44.0% confidence

The model is discussed in this dimension without a clear positive or negative opinion.

Confidence is Jev’s estimate, not verified accuracy. These are the saved classification results; Jev does not provide a written explanation for this post.

Overall label probabilities

Positive: 5.0%
Negative: 28.0%
Neutral: 53.0%
Mixed: 1.0%
Not discussed: 5.0%
Cannot determine: 8.0%

Jev’s category decisions
Dimension	Sentiment	Confidence
Overall	Neutral	44.0%
Reasoning	Not discussed	90.0%
Speed	Not discussed	99.0%
Cost	Not discussed	96.0%
Coding	Not discussed	98.0%

Refers to Grok 4.7Yes · 94.0% confidence

jev-sentiment-v4/jev-1.13.0Classified Oct 5, 2026 · UTC

mixedJev confidence 68.0%

Oct 4, 2026

@MuKappa @olex_scherba Grok learns from X, Grok inside X is deeply integrated into the X ecosystem as outlined below. Grok 4.7 outside of X much less. https://t.co/rFP1Xihw3g

Jev classification details

Overall: Mixed68.0% confidence

Both benefits and drawbacks are expressed about the same model in this dimension.

Confidence is Jev’s estimate, not verified accuracy. These are the saved classification results; Jev does not provide a written explanation for this post.

Overall label probabilities

Positive: 1.0%
Negative: 9.0%
Neutral: 11.0%
Mixed: 74.0%
Not discussed: 0.0%
Cannot determine: 5.0%

Jev’s category decisions
Dimension	Sentiment	Confidence
Overall	Mixed	68.0%
Reasoning	Not discussed	94.0%
Speed	Not discussed	99.0%
Cost	Not discussed	100.0%
Coding	Not discussed	97.0%

Refers to Grok 4.7Yes · 93.0% confidence

jev-sentiment-v4/jev-1.13.0Classified Oct 5, 2026 · UTC

neutralJev confidence 97.0%

Oct 4, 2026

Grok 4.7 is now available on Amazon Bedrock and on Google's Gemini Enterprise Agent Platform. Both platforms already offered Grok 4.6. Grok 4.7 is SpaceXAI's model for coding and knowledge work, and its docs call it the most capable model SpaceXAI has built. On the xAI API, https://t.co/KCxOnUsgLi

Jev classification details

Overall: Neutral97.0% confidence

The model is discussed in this dimension without a clear positive or negative opinion.

Confidence is Jev’s estimate, not verified accuracy. These are the saved classification results; Jev does not provide a written explanation for this post.

Overall label probabilities

Positive: 2.0%
Negative: 0.0%
Neutral: 98.0%
Mixed: 0.0%
Not discussed: 0.0%
Cannot determine: 0.0%

Jev’s category decisions
Dimension	Sentiment	Confidence
Overall	Neutral	97.0%
Reasoning	Not discussed	99.0%
Speed	Not discussed	100.0%
Cost	Not discussed	100.0%
Coding	Not discussed	62.0%

Refers to Grok 4.7Yes · 99.0% confidence

jev-sentiment-v4/jev-1.13.0Classified Oct 5, 2026 · UTC

positiveJev confidence 96.0%

Oct 4, 2026

Grok 4.7 + Cursor just crushed an AI stock-trading benchmark. live accounts, real money leaderboard the trading bots are coming for the hedge funds lol via @NFT_Chen https://t.co/a6U9yN11E0

Jev classification details

Overall: Positive96.0% confidence

Praise, endorsement, or a favorable opinion about the model in this dimension.

Confidence is Jev’s estimate, not verified accuracy. These are the saved classification results; Jev does not provide a written explanation for this post.

Overall label probabilities

Positive: 97.0%
Negative: 0.0%
Neutral: 2.0%
Mixed: 0.0%
Not discussed: 0.0%
Cannot determine: 1.0%

Jev’s category decisions
Dimension	Sentiment	Confidence
Overall	Positive	96.0%
Reasoning	Not discussed	100.0%
Speed	Not discussed	100.0%
Cost	Not discussed	100.0%
Coding	Not discussed	98.0%

Refers to Grok 4.7Yes · 98.0% confidence

jev-sentiment-v4/jev-1.13.0Classified Oct 5, 2026 · UTC

positiveJev confidence 79.0%

Oct 4, 2026

Yes its true, Grok 4.7 is #1 on the AA Cyber Index. I gleaned this information not from using my ChatGPT Open Ai phone, but by utilizing this, the latest in intelligence technology. With advanced cybersecurity capabilities, of course. https://t.co/XzL6fUAzRC

Jev classification details

Overall: Positive79.0% confidence

Praise, endorsement, or a favorable opinion about the model in this dimension.

Confidence is Jev’s estimate, not verified accuracy. These are the saved classification results; Jev does not provide a written explanation for this post.

Overall label probabilities

Positive: 84.0%
Negative: 0.0%
Neutral: 16.0%
Mixed: 0.0%
Not discussed: 0.0%
Cannot determine: 0.0%

Jev’s category decisions
Dimension	Sentiment	Confidence
Overall	Positive	79.0%
Reasoning	Not discussed	100.0%
Speed	Not discussed	100.0%
Cost	Not discussed	100.0%
Coding	Not discussed	100.0%

Refers to Grok 4.7Yes · 99.0% confidence

jev-sentiment-v4/jev-1.13.0Classified Oct 5, 2026 · UTC

positiveJev confidence 99.0%

Oct 4, 2026

@teslaownersSV @elonmusk Grok 4.7 👏🏼👏🏼👏🏼

Jev classification details

Overall: Positive99.0% confidence

Praise, endorsement, or a favorable opinion about the model in this dimension.

Confidence is Jev’s estimate, not verified accuracy. These are the saved classification results; Jev does not provide a written explanation for this post.

Overall label probabilities

Positive: 100.0%
Negative: 0.0%
Neutral: 0.0%
Mixed: 0.0%
Not discussed: 0.0%
Cannot determine: 0.0%

Jev’s category decisions
Dimension	Sentiment	Confidence
Overall	Positive	99.0%
Reasoning	Not discussed	99.0%
Speed	Not discussed	100.0%
Cost	Not discussed	100.0%
Coding	Not discussed	100.0%

Refers to Grok 4.7Yes · 98.0% confidence

jev-sentiment-v4/jev-1.13.0Classified Oct 5, 2026 · UTC

neutralJev confidence 77.0%

Oct 4, 2026

@teslaownersSV @elonmusk Grok 4.7 hit #1

Jev classification details

Overall: Neutral77.0% confidence

The model is discussed in this dimension without a clear positive or negative opinion.

Confidence is Jev’s estimate, not verified accuracy. These are the saved classification results; Jev does not provide a written explanation for this post.

Overall label probabilities

Positive: 17.0%
Negative: 0.0%
Neutral: 81.0%
Mixed: 0.0%
Not discussed: 0.0%
Cannot determine: 1.0%

Jev’s category decisions
Dimension	Sentiment	Confidence
Overall	Neutral	77.0%
Reasoning	Not discussed	99.0%
Speed	Not discussed	99.0%
Cost	Not discussed	100.0%
Coding	Not discussed	98.0%

Refers to Grok 4.7Yes · 94.0% confidence

jev-sentiment-v4/jev-1.13.0Classified Oct 5, 2026 · UTC

Page 1 of 9 · 99 mentions

1 of 1 enabled models have a recorded collection outcome with target 50 in the last 7 days. Search exhaustion and page limits can produce fewer records.Target reached · 100 / 50 accepted · target reached · Last successful collection Oct 4, 2026

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