| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Professional services automation | Receivables and billing | 29% | 1 of 99 | 4% | 48 | accepted challenger | |
| Invoicing software | Receivables and billing | 0% | 21 of 71 | 0% | 2 | under 10 labels · led by Zoho Invoice at 24% | newNew since September 2026: not ranked then, 0% now. |
| Cash flow forecasting | Treasury and cash | 0% | 41 of 101 | 0% | 1 | under 10 labels · led by Agicap at 13% | newNew since September 2026: not ranked then, 0% now. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 1 | 1 | 5 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 2 | 1 | 1 | 4 |
| Grok 4.1 Fast | 2 | 3 | 1 | 0 | 6 |
| Mistral Small | 2 | 1 | 1 | 0 | 4 |
| DeepSeek V4 Flash | 3 | 2 | 0 | 0 | 5 |
| Llama 4 Maverick | 0 | 1 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 2 | 4 | 0 | 0 | 6 |
| GLM 4.7 FlashX | 0 | 5 | 0 | 0 | 5 |
| MiniMax M2.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-6 Luna | 1 | 2 | 0 | 0 | 3 |
| Muse Glimmer 30B | 2 | 0 | 2 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“the most highly recommended PSA tool for a mid-sized B2B company focused specifically on project billing and utilization is BigTime” Qwen 3.7 Flash · PSA · paraphrase prompt · first choice
“Teamwork.com from ~$9.99/user/mo and BigTime Essentials from ~$20/user/mo are the most frequently cited budget-friendly options” Muse Glimmer 30B · PSA · budget prompt · first choice
“BigTime and Accelo are top recommendations due to their strong billing, utilization, and project management features” Mistral Small · PSA · paraphrase prompt · first choice
“Plaky by CAKE.com and BigTime are the top recommendations due to their low starting prices and robust feature sets.” Mistral Small · PSA · budget prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“BigTime is compatible with QuickBooks but not 100%, with a lot of work still to be done in that area” Claude Haiku 4.5 · PSA · negative prompt · soft negative
“Productive advises skipping it if you are heading past 50 billable staff.” Perplexity Sonar · PSA · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 122 of the 125 answers that named BigTime and are not a share of its labels.
483 of the 578 domain citations in answers naming BigTime came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 395 | 19 | 2026-09-25 | Invoicing software, Accounting software | |
| Webinar or virtual event | 121 | 2 | 2026-07-30 | ||
| News or press | 97 | 1 | 2026-08-06 | ||
| Case study | 43 | 0 | 2025-10-16 | ||
| Comparison | 25 | 0 | 2026-05-28 | ||
| Report or ebook | 18 | 0 | 2025-03-24 | ||
| Podcast or video | 14 | 0 | 2022-06-14 | ||
| Glossary or explainer | 10 | 1 | 2026-09-21 | ||
| Conference or event | 4 | 0 | 2025-07-09 | ||
| Template or tool | 4 | 0 | 2026-03-13 |
Every page bigtime.net exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What BigTime's own pages state, read October 5, 2026: bigtime.net, bigtime.net, bigtime.net/pricing, trust.bigtime.net, bigtime.net/features/services. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when BigTime's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as BigTime, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for BigTime by email, built from the raw record of the edition. It shows:
AI models recommend BigTime first in Professional services automation this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.