IQ
An AI usage monitoring dashboard for teams that aggregates AI call volume, token consumption and costs across members or applications, offering cost governance functions such as key isolation, quotas, budget alerts and audit logs.
Timeline (last 90 days)
IQ is still in an early stage, and the depth of ecosystem integrations, the coverage of various vendors' model APIs, and the actual effectiveness of routing still need more user validation.
IQ offers IQ Code, a plugin for Claude Code used to bring usage tracking capabilities into the coding environment.
IQ adopts a free-to-start strategy and offers a Team edition upgrade option with budgets and auditing.
IQ best fits two scenarios: small and medium-sized R&D teams, and studios that use multiple AI applications simultaneously.
IQ is a team AI usage monitoring dashboard that makes AI usage, spending, and every request centrally visible.
IQ ranked #13 on Product Hunt that day, receiving 72 votes and 1 comment.
IQ supports assigning separate keys to each application or teammate and setting individual limits for each.
IQ's Team plan provides budget setting, threshold alerts, and audit log features.
IQ has built-in routing that helps teams make more economical choices among different models or services.
The author cites research data claiming Gen Z's IQ has dropped by more than 10% compared with the previous generation, but the author is skeptical of the IQ metric.
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All Facts (12)
IQ is still in an early stage, and the depth of ecosystem integrations, the coverage of various vendors' model APIs, and the actual effectiveness of routing still need more user validation.
50%UnverifiedIQ offers IQ Code, a plugin for Claude Code used to bring usage tracking capabilities into the coding environment.
50%UnverifiedIQ adopts a free-to-start strategy and offers a Team edition upgrade option with budgets and auditing.
50%UnverifiedIQ best fits two scenarios: small and medium-sized R&D teams, and studios that use multiple AI applications simultaneously.
50%UnverifiedIQ is a team AI usage monitoring dashboard that makes AI usage, spending, and every request centrally visible.
50%UnverifiedIQ ranked #13 on Product Hunt that day, receiving 72 votes and 1 comment.
50%UnverifiedIQ supports assigning separate keys to each application or teammate and setting individual limits for each.
50%UnverifiedIQ's Team plan provides budget setting, threshold alerts, and audit log features.
50%UnverifiedIQ has built-in routing that helps teams make more economical choices among different models or services.
50%UnverifiedThe author cites research data claiming Gen Z's IQ has dropped by more than 10% compared with the previous generation, but the author is skeptical of the IQ metric.
50%UnverifiedThe IQ (Importance-Quant) series uses activation statistics to measure the importance of each weight and allocates higher precision to more important weights.
50%UnverifiedGGUF的IQ系列采用基于重要性矩阵的非均匀量化策略，通过在校准数据集上评估每个权重的敏感度来决定量化精度分配
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