PR and media monitoring for enterprise buyers
Asked as “PR and media monitoring platform”, and as “press outreach and media monitoring tool”, on behalf of an enterprise B2B company. 57 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
46%
Clear leader
46Meltwater25CisionOne12Muck Rack18others
46% of first choices, clear leader.
Since September 2026▼−9Since September 2026: 57% → 48%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Meltwater held the lead, −9 points on 57%, inside the 11-point floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
Brand2432%Contested▲+2Since September 2026: 31% → 33%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-market
Muck Rack30%Contested▲+5Since September 2026: 24% → 29%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Enterprise
Meltwater46%Clear leader▼−9Since September 2026: 57% → 48%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This page
Brand2432%Contested▲+2Since September 2026: 31% → 33%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketMuck Rack30%Contested▲+5Since September 2026: 24% → 29%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseMeltwater46%Clear leader▼−9Since September 2026: 57% → 48%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Meltwater46%19%77endorsed leader▼−9Since September 2026: 57% → 48%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.57% → 48%
Meltwater46%19%77endorsed leader▼−9Since September 2026: 57% → 48%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.57% → 48%02
CisionOne25%23%75accepted challenger▲+1Since September 2026: 23% → 24%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.23% → 24%
CisionOne25%23%75accepted challenger▲+1Since September 2026: 23% → 24%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.23% → 24%03Muck Rack12%14%44accepted challenger▲+8Since September 2026: 4% → 12%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 12%
Muck Rack12%14%44accepted challenger▲+8Since September 2026: 4% → 12%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 12%04Brand244%50%12criticized challenger▼−2Since September 2026: 6% → 4%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 4%
Brand244%50%12criticized challenger▼−2Since September 2026: 6% → 4%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 4%05
Onclusive2%4%27accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Onclusive2%4%27accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%06
Agility PR Solutions2%8%13accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
Agility PR Solutions2%8%13accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%Show the two products at 0%, ordered by negative rate
07
Brandwatch0%13%45accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Brandwatch0%13%45accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%08
Talkwalker0%11%27accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Talkwalker0%11%27accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%The floor is 11 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
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-eight head-to-head pages: the top eight products, each against each
Muck Rack vs Agility PR SolutionsMuck Rack vs MeltwaterMuck Rack vs AwarioMuck Rack vs Google AlertsSemrush AI PR Toolkit vs Brand24Semrush AI PR Toolkit vs MentionSemrush AI PR Toolkit vs Agility PR SolutionsSemrush AI PR Toolkit vs MeltwaterSemrush AI PR Toolkit vs AwarioSemrush AI PR Toolkit vs Google AlertsBrand24 vs MentionBrand24 vs Agility PR SolutionsBrand24 vs MeltwaterBrand24 vs AwarioBrand24 vs Google AlertsMention vs Agility PR SolutionsMention vs MeltwaterMention vs AwarioMention vs Google AlertsAgility PR Solutions vs MeltwaterAgility PR Solutions vs AwarioAgility PR Solutions vs Google AlertsMeltwater vs AwarioMeltwater vs Google AlertsAwario vs Google Alerts
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
0102030405060708Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Meltwater46%
Meltwater46%02CisionOne25%
CisionOne25%03Muck Rack12%
Muck Rack12%04Brand244%
Brand244%05Onclusive2%
Onclusive2%06Agility PR Solutions2%
Agility PR Solutions2%07Brandwatch0%
Brandwatch0%08Talkwalker0%
Talkwalker0%What they warned about
Four of fourteen models held their first choice under the paraphrase. GPT-5.4 mini, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, Llama 4 Maverick, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
CisionOne23%
17 of 75 labels negative · 12 of 14 models · 3 hard negative
“Cision is described as a "heavy platform"... Some enterprises have switched away from Cision after it failed to meet their expectations” Mistral Small, negative prompt
Meltwater19%
15 of 77 labels negative · 11 of 14 models · 3 hard negative
“large enterprises should be cautious about or consider avoiding the following... **1. Meltwater** - **High Cost & Contractual Restrictions:**” Mistral Small, negative prompt
Brand2450%
6 of 12 labels negative · 5 of 14 models · 2 hard negative
“Brand24 heavily favors online and social media tracking, offering limited coverage of traditional print or broadcast sources, and its analytics... are fairly basic.” Claude Haiku 4.5, negative prompt
Mention71%
5 of 7 labels negative · 5 of 14 models · 2 hard negative
“Mention's monitoring breadth and data quality are below enterprise standards” Claude Haiku 4.5, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
80 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1178 links across 222 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · Meltwater53 answers · 91 citations · 14 models
vendor site · PR.co44 answers · 69 citations · 12 models
vendor site · Guideflow40 answers · 48 citations · 12 models
34 answers · 45 citations · 11 models
vendor site · Onclusive34 answers · 43 citations · 14 models
32 answers · 54 citations · 11 models
vendor site · Shadow32 answers · 54 citations · 9 models
vendor site · Brand2430 answers · 36 citations · 12 models
vendor site · Prezly25 answers · 39 citations · 9 models
vendor site · NewsData.io25 answers · 25 citations · 10 models
20 answers · 22 citations · 11 models
18 answers · 28 citations · 9 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
31 answers · 12 models
28 answers · 10 models
25 answers · 11 models
25 answers · 10 models
24 answers · 13 models
22 answers · 10 models
20 answers · 8 models
20 answers · 9 models
19 answers · 11 models
19 answers · 9 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best pr and media monitoring platform”, “pr and media monitoring platform”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Meltwater meltwater.com | 46% | 317 | 14,800 | 405 | 52,658 | $6 | 36 | 1 |
| CisionOne cision.com | 25% | 174 | 590 | 1 | 150,340 | 58 | ||
| Muck Rack muckrack.com | 12% | 127 | 27,100 | 520 | 1,830,983 | 71 | ||
| Brand24 brand24.com | 4% | 178 | 2,900 | 61 | 28,164 | 67 | 5 | |
| Onclusive onclusive.com | 2% | 41 | 590 | 4 | 14,604 | 8 | ||
| Agility PR Solutions agilitypr.com | 2% | 51 | 260 | 2 | 50,433 | 61 | 8 | |
| Sprinklr sprinklr.com | 2% | 99 | 14,800 | 464 | 331,213 | 4 | ||
| Cision Communications Cloud | 2% | |||||||
| Lumen | 2% | |||||||
| PR.co pr.co | 2% | 6 |
Google's top ten for the two searches hold 16 sites; 5 of them are among the sites the models cited here (agilitypr.com, brand24.com, learn.g2.com, meltwater.com, prlab.co). The first result for “best pr and media monitoring platform” is gartner.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best PR and media monitoring platform for an enterprise B2B company?”Paraphrase“Which press outreach and media monitoring tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade PR and media monitoring platforms and how do they differ?”Budget-constrained“What is the best PR and media monitoring platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a PR and media monitoring platform. What should we look at?”Negative“Which PR and media monitoring platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5CisionOne, MeltwaterCisionOne, MeltwaterHeldCisionOne, MeltwaterMeltwaterno first choiceagainst: Agility PR Solutions, Brand24, CisionOne, Meltwater, Mention
Two alternatives
Muck Rack, TalkwalkerThree alternatives
Brandwatch, Muck Rack, TalkwalkerThree alternatives
Agility PR Solutions, Muck Rack, Signal AIOne alternative
CisionOneGPT-5.4 miniMeltwaterMuck RackChangedagainst: CisionOneno first choiceMeltwaterCisionOne, Meltwater, Sprinklragainst: Google Alerts
Two alternatives
Brandwatch, CisionOneOne alternative
MeltwaterSix alternatives
Brandwatch, CisionOne, Meltwater, Muck Rack, Onclusive, TalkwalkerGemini 3.5 FlashMuck Rackagainst: CisionOneMuck RackHeldCisionOne, Meltwater, Muck Rack, Signal AILumenagainst: CisionOne, Meltwater, Muck Rackno first choiceagainst: Awario, Brand24, CisionOne, Meltwater, Mention
Two alternatives
Meltwater, OnclusiveTwo alternatives
CisionOne, MeltwaterOne alternative
OnclusiveThree alternatives
Brand24, Determ, MentionPerplexity SonarMeltwaterCisionOneChangedMeltwaterMeltwaterno first choiceagainst: BuzzStream, BuzzSumo, CoverageBook, Muck Rack, PR.co, Prezly, Semrush AI PR Toolkit
Three alternatives
Agility PR Solutions, Brandwatch, TalkwalkerTwo alternatives
Meltwater, PR NewswireSix alternatives
Agility PR Solutions, Brandwatch, CisionOne, Onclusive, Semrush AI PR Toolkit, TalkwalkerTwo alternatives
Agility PR Solutions, CisionOneGrok 4.1 FastMeltwaterCisionOneChangedagainst: Semrush AI PR Toolkitno first choiceCisionOne, Meltwateragainst: Brand24, Mention, Sprout SocialMeltwateragainst: Birdeye, CisionOne, Meltwater, Reputation, Sprinklr
Three alternatives
Brandwatch, CisionOne, Muck RackOne alternative
MeltwaterOne alternative
HootsuiteTwo alternatives
Brandwatch, CisionOneMistral SmallMeltwaterMuck RackChangedMeltwaterCisionOne, Meltwaterno first choiceagainst: Brandwatchagainst: Brandwatch, CisionOne, Meltwater, Talkwalker
Two alternatives
Brandwatch, CisionOneTwo alternatives
Agility PR Solutions, CisionOneFour alternatives
CisionOne, Muck Rack, Notified, TVEyesTwo alternatives
Brandwatch, OnclusiveDeepSeek V4 FlashMeltwaterMeltwaterHeldMeltwaterCisionOne, Meltwaterno first choiceagainst: CisionOne, LexisNexis Newsdesk, Meltwater
Three alternatives
CisionOne, Muck Rack, OnclusiveTwo alternatives
CisionOne, Muck RackSix alternatives
Brandwatch, CisionOne, LexisNexis Newsdesk, Muck Rack, Onclusive, TalkwalkerThree alternatives
Awario, Brandwatch, TalkwalkerLlama 4 MaverickMeltwaterPR.coChangedno first choiceMeltwaterMeltwaternothing named
One alternative
PrezlyFour alternatives
Brandwatch, CisionOne, Khoros, SprinklrQwen 3.7 FlashCisionOneCisionOneHeldCisionOne, MeltwaterBrand24Meltwateragainst: Mention, Semrush AI PR Toolkitagainst: BuzzSumo, CisionOne, Hootsuite, Meltwater, Sprout Social, Talkwalker
Three alternatives
Audiense, Meltwater, Muck RackOne alternative
MeltwaterThree alternatives
Brandwatch, Muck Rack, TalkwalkerOne alternative
MeltwaterFour alternatives
Agility PR Solutions, Brandwatch, CisionOne, TalkwalkerKimi K2Meltwater, Muck RackCision Communications CloudChangedno first choiceagainst: Sprinklr, TVEyesAgility PR Solutionsagainst: CisionOne, Meltwater, Muck RackMuck Rackagainst: Awario, Brand24, Brandwatch, CisionOne, Critical Mention, Meltwater, Mention
Three alternatives
Agility PR Solutions, CisionOne, SprinklrOne alternative
MeltwaterSeven alternatives
Brandwatch, CisionOne, Critical Mention, Meltwater, Muck Rack, Onclusive, TalkwalkerOne alternative
Brand24Three alternatives
Brandwatch, CisionOne, MeltwaterGLM 4.7 FlashXMeltwateragainst: Signal AICisionOneChangedCisionOne, MeltwaterBrand24, Sprout Socialno first choiceagainst: CisionOne, Google Alerts, Meltwater, Semrush AI PR Toolkit
Six alternatives
Brandwatch, CisionOne, Muck Rack, Onclusive, PR.co, TalkwalkerTwo alternatives
Meltwater, OnclusiveFour alternatives
Brandwatch, Onclusive, PR Newswire, TalkwalkerTwo alternatives
CisionOne, MeltwaterMiniMax M2.5MeltwaterCisionOne, MeltwaterChangedCisionOneno first choiceagainst: Brand24, EyeOutno first choiceagainst: Brand24, CisionOne, Meltwater, Muck Rack
Four alternatives
Brandwatch, CisionOne, Onclusive, Zignal LabsTwo alternatives
Brandwatch, Muck RackFive alternatives
Brandwatch, Meltwater, Onclusive, Sprinklr, TalkwalkerThree alternatives
CisionOne, Meltwater, OnclusiveGPT-6 LunaCisionOneMuck RackChangedCisionOne, Muck RackTruescopeagainst: Meltwater, Muck Rackno first choiceagainst: Brandwatchagainst: CisionOne, Meltwater, Muck Rack, Onclusive
Two alternatives
Meltwater, Muck RackOne alternative
CisionOneFour alternatives
Meltwater, Onclusive, Sprinklr, TalkwalkerMuse Glimmer 30BMeltwaterCisionOneChangedCisionOne, MeltwaterOnclusiveagainst: Brandwatch, CisionOne, MeltwaterMeltwateragainst: Brandwatch, CisionOne, Meltwater, Sprinklr, Talkwalker
Three alternatives
Brandwatch, CisionOne, OnclusiveOne alternative
MeltwaterThree alternatives
Brandwatch, Sprinklr Insights, TalkwalkerFive alternatives
Agility PR Solutions, Brandwatch, CisionOne, Khoros, OnclusiveBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:12 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:54 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:41 | yes | 19 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 12:05 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:50 | yes | 20 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 14:02 | yes | 9 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:40 | yes | 22 | 41 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:15 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:28 | no | 0 | 32 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:20 | yes | 19 | 27 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:15 | yes | 18 | 46 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:23 | yes | 5 | 15 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:32 | yes | 3 | 19 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:57 | yes | 14 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:43 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:42 | yes | 2 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:06 | yes | 15 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 10:56 | yes | 21 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:49 | yes | 25 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:18 | yes | 7 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:44 | yes | 25 | 43 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:54 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:25 | yes | 14 | 44 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:25 | yes | 15 | 23 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 14:15 | yes | 25 | 47 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:12 | yes | 10 | 23 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:36 | yes | 3 | 25 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:52 | yes | 15 | 15 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:48 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:30 | yes | 7 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:20 | yes | 18 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 09:48 | yes | 20 | 9 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:18 | yes | 22 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:28 | yes | 14 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:19 | yes | 24 | 39 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:53 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:27 | yes | 15 | 30 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:25 | yes | 25 | 43 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:48 | yes | 17 | 76 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:33 | yes | 10 | 21 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:22 | yes | 9 | 26 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:26 | yes | 22 | 44 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:39 | yes | 15 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:48 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 14:15 | yes | 17 | 31 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 12:09 | yes | 20 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:59 | yes | 18 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:18 | yes | 12 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:06 | yes | 25 | 58 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:48 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:33 | yes | 16 | 109 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:02 | yes | 25 | 28 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:06 | yes | 18 | 94 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:56 | yes | 20 | 38 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:51 | yes | 2 | 20 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:12 | yes | 21 | 31 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:02 | yes | 18 | 15 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:30 | yes | 2 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:58 | no | 0 | 15 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 13:38 | yes | 17 | 7 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:24 | yes | 14 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:44 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:02 | yes | 24 | 36 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:11 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:02 | yes | 10 | 48 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:53 | yes | 23 | 34 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:49 | yes | 25 | 40 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:30 | yes | 5 | 17 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:31 | yes | 6 | 33 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:26 | yes | 12 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 14:09 | yes | 16 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:31 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:56 | yes | 23 | 29 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 13:47 | yes | 20 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 14:14 | yes | 25 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:46 | yes | 18 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:14 | yes | 23 | 54 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:56 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:02 | no | 0 | 37 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:17 | yes | 22 | 26 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:24 | yes | 23 | 54 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:27 | yes | 18 | 31 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:40 | yes | 3 | 33 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:10 | yes | 25 | 43 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Cision read as CisionOne
Cision (CisionOne) read as CisionOne
Cision (Communications Cloud) read as CisionOne
Cision (incl. CisionOne) read as CisionOne
Unresolved, counted raw
Agility
Cision Communications Cloud
Dataminr
EyeOut
Newsroom Software
Telum Media
Zignal Labs
Discontinued, still offered
No shut-down product was recommended here.