Four of fourteen models named Meltwater first on the direct prompt; two named Agility PR Solutions. Meltwater was named by fourteen of the fourteen models and Agility PR Solutions by thirteen and Meltwater carries 72 labels and Agility PR Solutions 30, so the shares are not directly comparable.
By Meltwater Group, San Francisco, founded 2001. Named in nine categories this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the PR and media monitoring page.
Across every category in the November 2026 Edition, Meltwater and Agility PR Solutions were named in the same answer fifty-four times, of the 343 answers naming Meltwater and the 58 naming Agility PR Solutions. In those answers Agility PR Solutions took the first choice two times and Meltwater twenty.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“As a product/platform, Meltwater was an overpriced, worse alternative to Google alerts and provided no semblance of quality monitoring results” Muse Glimmer 30B · negative prompt · hard negative
“Frequently criticized as overpriced relative to value... Risk score noted as "caution" in some analyses due to commercial practices.” Grok 4.20 · negative prompt · hard negative
“What to Avoid on a Limited Budget Enterprise platforms like Meltwater, Cision, or Brandwatch ... overkill and expensive” Grok 4.20 · budget prompt · hard negative
“Meltwater is the current consensus leader... Meltwater is currently rated #1 on G2 and the top first-choice in enterprise AI buyer tests.” Muse Glimmer 30B · direct prompt · first choice
“For the broadest general media coverage: Choose Meltwater, which is widely positioned as a global enterprise platform” Perplexity Sonar · comparative prompt · first choice
“Choose Cision or Meltwater if you operate globally and need a comprehensive "news in a box" solution.” Qwen 3.7 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Verdict: Avoid unless you can negotiate iron-clad data accuracy guarantees and flexible exit terms.” Kimi K2 · negative prompt · hard negative
“it appears less commonly favored than Muck Rack or Meltwater for mid-market use” GPT-5.4 mini · direct prompt · soft negative
“Limited traditional media monitoring and mention caps on lower pricing plans.” Claude Haiku 4.5 · negative prompt · soft negative
“I'd recommend starting with Prowly or Agility as they hit the sweet spot of enterprise-level features with mid-market pricing” MiniMax M2.5 · direct prompt · first choice
“Agility PR Solutions is specifically recommended for mid-market teams.” Claude Haiku 4.5 · direct prompt · first choice
“Agility PR Solutions is repeatedly listed as ideal for "organizations and PR teams that require a wide breadth of monitoring sources"” Muse Glimmer 30B · direct prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.