| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Internal talent marketplace | Performance and talent management | 0% | 101 of 102 | 53% | 19 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Contingent workforce management | Workforce planning and analytics | 0% | 121 of 121 | 100% | 4 | under 10 labels · led by VectorVMS at 16% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Skills intelligence | Performance and talent management | 0% | 126 of 127 | 100% | 3 | under 10 labels · led by Skills Base at 18% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Internal talent marketpl | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 123 → 101 of 102 |
| Contingent workforce man | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 94 → 121 of 121 |
| Skills intelligence | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 158 → 126 of 127 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 2 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 1 | 2 | 3 |
| Mistral Small | 0 | 0 | 1 | 2 | 3 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 2 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 2 | 3 |
| Kimi K2 | 0 | 0 | 0 | 2 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 2 | 3 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 1 | 1 | 2 |
| Muse Glimmer 30B | 0 | 0 | 1 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“For bidding/contests and broad sourcing: Freelancer” GPT-5.4 mini · Internal talent marketpl · comparative prompt · alternative
“For budget-driven work: Freelancer.com” MiniMax M2.5 · Internal talent marketpl · comparative prompt · alternative
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.
“Users report spammy job posts, unhelpful support, and verification delays... have more frequent reports of scams, spammy listings, and poor support.respond” GLM 4.7 FlashX · Internal talent marketpl · negative prompt · hard negative
“Overwhelmingly negative Trustpilot scores (~1-2★), fake/outdated job postings... Mitigation: Rarely recommended; use only for low-stakes bids.” Grok 4.1 Fast · Contingent workforce man · negative prompt · hard negative
“its quality issues, fee structure, and reputation problems make it a worse choice than Upwork or Fiverr” Claude Haiku 4.5 · Internal talent marketpl · negative prompt · hard negative
“Low-Barrier Freelance Marketplaces (e.g., Upwork, Fiverr, Freelancer.com)... they present massive risks” Gemini 3.5 Flash · Contingent workforce man · negative prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 69 of the 69 answers that named Freelancer.com and are not a share of its labels.
214 of the 214 domain citations in answers naming Freelancer.com came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 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 | 2,899 | 8 | 2026-09-25 | ||
| Report or ebook | 57 | 1 | 2026-09-27 | ||
| Glossary or explainer | 22 | 0 | 2017-08-28 | ||
| Comparison | 21 | 0 | 2019-06-20 | ||
| Conference or event | 12 | 0 | 2017-08-29 | ||
| Podcast or video | 10 | 0 | 2017-08-17 | ||
| News or press | 6 | 0 | 2017-08-29 | ||
| Template or tool | 5 | 0 | 2017-07-13 | ||
| Case study | 4 | 0 | 2017-08-29 | ||
| Webinar or virtual event | 3 | 0 | 2017-08-07 |
Every page freelancer.com 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 Freelancer.com's own pages state, read September 28, 2026: freelancer.com, freelancer.com/jobs/security. 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 Freelancer.com'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 Freelancer.com, 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 Freelancer.com by email, built from the raw record of the edition. It shows: