AI Tools and Software Sentiment Report: Week of December 15, 2025
December 16, 2025
This edition of our weekly sentiment report covers aggregated public online discussion about tracked AI tools and software, drawn from the mentions analyzed for December 8, 2025 through December 15, 2025. Across that window, our system reviewed 2,096 relevant mentions spread across 51 products that cleared the minimum volume needed to be ranked. The numbers below reflect the tone of community sentiment, not any verdict on product quality.
The period running from December 8, 2025 through December 15, 2025 produced a familiar shape: coding tools held the top of the leaderboard, AI chat sentiment edged up, and a handful of products saw sharp swings on relatively thin samples. We track 2,218 products in total, and the gap between that figure and the 51 eligible this period is a reminder that most tools simply do not generate enough weekly discussion to score reliably.
Claude Code sits at the top with a Pulse Score of 65, based on 57 mentions over the period. Aider follows closely at 64, based on 25 mentions, and Obsidian rounds out the upper tier at 63, based on 51 mentions. The coding category claims three of the five leaders, with Cursor at 59 on 96 mentions and Claude at 58 on 33 mentions completing the group.
What stands out is how tight the leading scores are. Just seven points separate the top score from Claude in fifth, and the sample sizes vary widely, from Aider's 25 mentions to Cursor's 96. That spread matters: a higher mention count means a steadier read, while smaller samples can move more easily week to week. Read the leaderboard as a snapshot of where public discussion leaned positive this period, not as a ranking of capability.
Category View
At the category level, ai-chat rose from 53 to 55 and project-management moved up from 44 to 46, while coding ticked from 46 to 47 and e-commerce from 42 to 43. The most dramatic shifts came in video-related categories: ai-video fell from 66 to 57 and video-editing dropped from 63 to 45, both pulled by specific products discussed below. On the softer side, software slipped from 39 to 35, marketing eased from 41 to 37, and design edged down from 40 to 38. Cloud-storage held flat at 49, and crm declined from 44 to 42. These are averages across eligible products only, so a single sharp mover can swing a thin category meaningfully.
Biggest Movers
Coinbase (riser, +11, from 34 to 45, based on 14 mentions). Coinbase posted the largest gain of the period. Its praise themes leaned on strong features (20 mentions), being easy to use (17 mentions), and new releases (10 mentions), which together suggest discussion warmed around what the product offers and ships. Complaints centered on bugs (9 mentions), poor support (8 mentions), and missing features (8 mentions), so the lift came despite ongoing friction rather than because complaints disappeared. With only 14 mentions, this is a thin sample and worth watching for stability.
Trello (riser, +9, from 45 to 54, based on 10 mentions). Trello's gain was anchored by praise for being easy to use (13 mentions), strong features (8 mentions), and great collaboration (4 mentions). On the complaint side, the conversation flagged missing features (6 mentions), comparisons to rivals (4 mentions), and UI frustrations (4 mentions). The praise for usability and collaboration appears to have outweighed those gripes this period, though at 10 mentions this is right at the edge of the ranking threshold.
Windsurf (riser, +8, from 47 to 55, based on 17 mentions). Windsurf climbed steadily across the period, moving from 47 to 48 to 55. Praise focused on strong features (7 mentions), good integrations (5 mentions), and new releases (3 mentions). Complaints clustered around bugs (8 mentions), lacking integrations (7 mentions), and reliability (5 mentions). The split is notable: integrations appear as both a strength and a weakness in the same week, suggesting a divided community read.
Loom (faller, -18, from 63 to 45, based on 10 mentions). Loom recorded the steepest drop of any eligible product. Its complaint themes were heavily weighted toward bugs (211 mentions) and reliability (135 mentions), with missing features (71 mentions) also prominent. Praise was comparatively light, led by strong features (14 mentions) and feature requests (7 mentions). The volume of bug and reliability discussion clearly dominated the tone, and the move helps explain why the video-editing category average fell so far this period.
Veo (faller, -9, from 66 to 57, based on 18 mentions). Veo declined across all three observed points, from 66 to 61 to 57. Praise leaned on strong features (12 mentions), new releases (8 mentions), and AI quality (7 mentions), while complaints pointed to bugs (10 mentions), reliability (5 mentions), and missing features (5 mentions). As the most-discussed ai-video product among eligible items, Veo's slide is the main driver behind that category falling from 66 to 57.
HubSpot (faller, -9, from 52 to 43, based on 12 mentions). HubSpot's complaints were led by comparisons to rivals (26 mentions), pricing too high (17 mentions), and missing features (16 mentions). Praise centered on strong features (19 mentions) and good integrations (18 mentions), with AI quality (7 mentions) also appearing. The weight of competitive comparisons and pricing concerns appears to have shaped the softer tone, and the move contributed to the crm category easing from 44 to 42.
Spotlight: Claude Code
Claude Code led the leaderboard with a Pulse Score of 65, based on 57 mentions over the period. Its weekly series shows remarkable steadiness: 66 on December 1, 2025, then 65 on December 8, 2025, and 65 again on December 15, 2025. That flatness, combined with one of the larger samples in the top tier, makes it one of the more reliable reads this period.
The theme breakdown explains the strong tone. Praise was led by strong features (249 mentions), AI quality (124 mentions), and being easy to use (113 mentions), a deep and consistent set of positive signals. Those volumes are among the highest praise counts for any single eligible product, which reflects both an active conversation and a generally favorable one.
Complaints were present but did not dominate. The leading gripes were bugs (72 mentions), reliability (39 mentions), and missing features (34 mentions). Set against the praise volumes, that balance is what holds the score near the top of the table. The takeaway is that public discussion leaned positive while still surfacing the usual coding-tool friction around stability and gaps in functionality.
Themes Driving the Conversation
On the praise side, strong features led with 1,769 mentions, well ahead of AI quality at 997 mentions and easy to use at 719 mentions. Good integrations followed at 351 mentions and comparisons to rivals at 232 mentions. The feature theme was broad-based, showing up prominently for Claude Code (249 mentions), Claude (229 mentions), and ChatGPT (183 mentions), among others. AI quality praise was concentrated in the chat and model products, including Claude (234 mentions), ChatGPT (159 mentions), and Gemini (149 mentions).
Complaints were led by bugs at 1,954 mentions, the single most-discussed theme of the period, followed by reliability at 1,233 mentions, missing features at 534 mentions, AI quality at 383 mentions, and comparisons to rivals at 292 mentions. The bug and reliability themes were especially heavy for a handful of products: Loom (211 bug mentions and 135 reliability mentions), Stripe (188 bug mentions and 158 reliability mentions), Vercel (170 bug mentions and 151 reliability mentions), and ElevenLabs (118 bug mentions and 74 reliability mentions). That AI quality appears on both the praise and complaint lists underlines how the same trait can split a community depending on the product and the use case.
Watchlist
A large number of tracked products did not reach the 10-mention threshold this period and so were left out of the rankings. This is a measure of discussion volume, not a judgment on quality. Among the closest to qualifying were Carta, Asana, NordVPN, and Grammarly, each with 9 relevant mentions, along with Kling and Pika at 8, Surfshark and Sudowrite and HeyGen at 7, and Lovable and WooCommerce at 6. Products like Ideogram, Luma AI, Xata, SocialBee, and AVG sat at 5 relevant mentions.
Many widely known names registered very low or zero relevant mentions this period, including Slack, Zoom, GitHub, GitLab, Notion, and Visual Studio Code, all at 0 relevant mentions. That absence reflects how our two sources, Hacker News and YouTube review-video comments, happened to skew this period rather than any drop in those products' standing. When a product's sample is this thin, even a single strongly worded post could distort a score, which is exactly why the threshold exists. We will keep watching these names and surface them once their discussion volume is high enough to support a stable read.
What To Watch Next Week
First, watch whether the video categories stabilize. Both ai-video and video-editing fell sharply, driven by Veo's slide from 66 to 57 and Loom's drop from 63 to 45. Because both moves rested on small samples (18 and 10 mentions), it is worth seeing whether the negative tone around bugs and reliability persists or eases.
Second, watch the coding leaders for continuity. Claude Code held at 65, Aider climbed to 64, and Cursor sat at 59 on the largest coding sample of 96 mentions. With strong features and AI quality leading the praise themes, the question is whether bug and reliability complaints, the two largest complaint themes overall, begin to weigh more heavily on these scores.
Third, watch the thin risers. Coinbase (+11 on 14 mentions), Trello (+9 on 10 mentions), and Windsurf (+8 on 17 mentions) all gained on modest volume. Whether those gains hold or revert will tell us if the shift reflected a durable change in tone or a small-sample swing.
Frequently Asked Questions
Which tool had the highest Pulse Score this period?
Claude Code had the highest Pulse Score at 65, based on 57 mentions over the period, narrowly ahead of Aider at 64 and Obsidian at 63.
Which product moved the most this period?
Loom moved the most, falling from 63 to 45 for a change of -18, based on 10 mentions. The biggest riser was Coinbase, up from 34 to 45 for a change of +11, based on 14 mentions.
What was the overall category mood?
It was mixed. AI-chat rose from 53 to 55 and project-management from 44 to 46, while video-editing fell from 63 to 45 and ai-video from 66 to 57, with software easing from 39 to 35.
How many mentions were analyzed this period?
A total of 2,096 relevant mentions were analyzed across 51 eligible products, out of 2,218 products tracked overall.
About This Data
Pulse Scores summarize the tone of public online discussion on a 0-100 scale and reflect community sentiment, not a verdict on a product's quality or a recommendation. We report on complete calendar weeks only, and products with fewer than 10 relevant mentions in the period are excluded from rankings to avoid unstable reads on thin samples.
Public discussion is collected from Hacker News, Stack Exchange, GitHub, Bluesky, the Apple App Store, and YouTube. Automated sentiment analysis can misread sarcasm, jokes, or niche context, mention volumes vary widely between products, and scores can move week to week. Any company that wants to respond is welcome to reach out. For more on how these scores are calculated, see our methodology.
