Influencer platforms for enterprise buyers
Asked as “influencer marketing platform”, and as “creator and influencer management tool”, on behalf of an enterprise B2B company. 53 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
47%
Clear leader
47CreatorIQ17Traackr08GRIN28others
47% of first choices, clear leader.
Since September 2026▼−4Since September 2026: 53% → 49%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.CreatorIQ held the lead, −4 points on 53%, 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
Favikon43%Clear leader▲+9Since September 2026: 31% → 40%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketFavikon23%Contested▼−8Since September 2026: 27% → 18%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Enterprise
CreatorIQ47%Clear leader▼−4Since September 2026: 53% → 49%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This page
Favikon43%Clear leader▲+9Since September 2026: 31% → 40%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketFavikon23%Contested▼−8Since September 2026: 27% → 18%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseCreatorIQ47%Clear leader▼−4Since September 2026: 53% → 49%, −4 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
01CreatorIQ47%9%69endorsed leader▼−4Since September 2026: 53% → 49%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.53% → 49%
CreatorIQ47%9%69endorsed leader▼−4Since September 2026: 53% → 49%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.53% → 49%02
Traackr17%10%49accepted challenger=heldSince September 2026: 17% → 17%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.17% → 17%
Traackr17%10%49accepted challenger=heldSince September 2026: 17% → 17%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.17% → 17%03
GRIN8%20%30accepted challenger▲+2Since September 2026: 6% → 9%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 9%
GRIN8%20%30accepted challenger▲+2Since September 2026: 6% → 9%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 9%04Favikon4%0%10accepted challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%
Favikon4%0%10accepted challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%05
Upfluence2%23%31accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Upfluence2%23%31accepted 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
Meltwater2%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%
Meltwater2%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 one product at 0%, ordered by negative rate
07
Aspire0%25%24criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Aspire0%25%24criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 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
Favikon vs InfluencityFavikon vs CreatorIQFavikon vs UpfluenceFavikon vs TraackrAfluencer vs GRINAfluencer vs Shopify CollabsAfluencer vs InfluencityAfluencer vs CreatorIQAfluencer vs UpfluenceAfluencer vs TraackrGRIN vs Shopify CollabsGRIN vs InfluencityGRIN vs CreatorIQGRIN vs UpfluenceGRIN vs TraackrShopify Collabs vs InfluencityShopify Collabs vs CreatorIQShopify Collabs vs UpfluenceShopify Collabs vs TraackrInfluencity vs CreatorIQInfluencity vs UpfluenceInfluencity vs TraackrCreatorIQ vs UpfluenceCreatorIQ vs TraackrUpfluence vs Traackr
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 →
01020304050607Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01CreatorIQ47%
CreatorIQ47%02Traackr17%
Traackr17%03GRIN8%
GRIN8%04Favikon4%
Favikon4%05Upfluence2%
Upfluence2%06Meltwater2%
Meltwater2%07Aspire0%
Aspire0%What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, 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.
Upfluence23%
7 of 31 labels negative · 7 of 14 models · 2 hard negative
“**Avoid for your use case:** Upfluence and Aspire \u2014 their per-seat/module pricing models ... will scale unpredictably” DeepSeek V4 Flash, budget prompt
Collabstr100%
6 of 6 labels negative · 6 of 14 models · 6 hard negative
“Not suited for large enterprises due to a lack of advanced approval layers, detailed analytics, CRM, contract management, and multi-market reporting.” Mistral Small, negative prompt
Aspire25%
6 of 24 labels negative · 5 of 14 models · 2 hard negative
“Grade D privacy ratings (e.g., Aspire received this rating for collecting extensive creator data without proper consent frameworks)” Kimi K2, negative prompt
GRIN20%
6 of 30 labels negative · 5 of 14 models · 2 hard negative
“should avoid or be very cautious about any influencer platform that: is marketed primarily as budget / discovery-only, e.g., Heepsy, Modash entry tiers, and DTC ambassador tools like Grin” Muse Glimmer 30B, 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. 1155 links across 273 sites, every framing counted. Ranked by the number of answers carrying the site or page. 5 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Archive40 answers · 58 citations · 12 models
34 answers · 51 citations · 12 models
vendor site · Guideflow32 answers · 35 citations · 12 models
27 answers · 41 citations · 12 models
vendor site · Meltwater26 answers · 33 citations · 11 models
vendor site · LinkedIn25 answers · 33 citations · 11 models
vendor site · Skrapp25 answers · 26 citations · 11 models
vendor site · Modash23 answers · 29 citations · 12 models
22 answers · 22 citations · 9 models
vendor site · Favikon21 answers · 28 citations · 10 models
vendor site · InfluenceFlow18 answers · 35 citations · 9 models
vendor site · Dash Social18 answers · 18 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.
30 answers · 12 models
25 answers · 11 models
24 answers · 10 models
22 answers · 10 models
22 answers · 9 models
17 answers · 10 models
16 answers · 11 models
16 answers · 8 models
16 answers · 9 models
14 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 influencer marketing platform”, “influencer marketing 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 |
|---|---|---|---|---|---|---|---|---|
| CreatorIQ creatoriq.com | 47% | 110 | 8,100 | 82 | 7,166 | $144 | 23 | |
| Traackr traackr.com | 17% | 95 | 1,600 | 33 | 3,383 | 0 | ||
| GRIN grin.co | 8% | 102 | 49,500 | 3,380 | 24,819 | 2 | ||
| Sprout Social sproutsocial.com Sprout Social 2%, Sprout Social Influencer Marketing 2%, Sprout Social Suite 2% | 6% | 276 | 49,500 | 719 | 932,473 | 120 | 5 | |
| Favikon favikon.com | 4% | 55 | 1,000 | 22 | 39,307 | 1 | ||
| Later later.com Later Influence 2%, Later 2% | 4% | 70 | 74,000 | 108,083 | 549,193 | 35 | ||
| Upfluence upfluence.com | 2% | 82 | 6,600 | 68 | 64,237 | $492 | 54 | 1 |
| Meltwater meltwater.com | 2% | 317 | 14,800 | 405 | 52,658 | $6 | 36 | |
| impact.com impact.com | 2% | 256 | 1,900 | 153 | 111,771 | $3,520 | 117 | 4 |
| Onalytica onalytica.com | 2% | 14 |
Google's top ten for the two searches hold 16 sites; 4 of them are among the sites the models cited here (archive.com, g2.com, influencermarketinghub.com, linkedin.com). The first result for “best influencer marketing platform” is upfluence.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 influencer marketing platform for an enterprise B2B company?”Paraphrase“Which creator and influencer management tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade influencer marketing platforms and how do they differ?”Budget-constrained“What is the best influencer marketing 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 an influencer marketing platform. What should we look at?”Negative“Which influencer marketing platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5CreatorIQ, Onalyticano first choiceChangedTraackrGRIN, Intellifluenceagainst: CreatorIQno first choicenothing named
Two alternatives
Favikon, TraackrThree alternatives
CreatorIQ, Linqia, UpfluenceOne alternative
impact.comGPT-5.4 miniCreatorIQCreatorIQHeldCreatorIQ, TraackrCreatorIQno first choicenothing named
Three alternatives
Influential powered by Captiv8, Meltwater, Sprout Social Influencer MarketingOne alternative
GRINFour alternatives
Aspire, GRIN, HypeAuditor, UpfluenceOne alternative
UpfluenceGemini 3.5 FlashFavikon, TokstaSprout Social SuiteChangedCreatorIQagainst: GRINLater Influenceagainst: CreatorIQ, Traackrno first choiceagainst: Collabstr, Fohr, GRIN, HypeAuditor, Modash, Tribe
Four alternatives
Onalytica, Sprout Social, Tagger, TraackrFour alternatives
DSMN8, EveryoneSocial, Onalytica, TraackrFive alternatives
Aspire, Captiv8, Later Influence, Sprout Social Influencer Marketing, TraackrTwo alternatives
Gigapay, InfluenceFlowPerplexity SonarCreatorIQCreatorIQHeldCreatorIQCreatorIQagainst: Influencityno first choiceagainst: Aspire, Billo, Collabstr, CreatorIQ, Insense, Meltwater, Sprout Social Influencer Marketing, Upfluence
One alternative
TraackrTwo alternatives
Influencity, TraackrEight alternatives
Brandwatch Influence, Captiv8, Influential, Later Influence, Meltwater, Sprout Social Influencer Marketing, Traackr, UpfluenceOne alternative
UpfluenceGrok 4.1 FastTraackrCreatorIQChangedagainst: AspireCreatorIQ, TraackrCreatorIQ, GRINCreatorIQagainst: Collabstr, Creator.co, Influential, Later
Two alternatives
CreatorIQ, UpfluenceTwo alternatives
GRIN, TraackrThree alternatives
Aspire, GRIN, UpfluenceThree alternatives
Aspire, Traackr, UpfluenceThree alternatives
Aspire, GRIN, TraackrMistral SmallMeltwater, TraackrCreatorIQChangedCreatorIQCreatorIQ, GRINagainst: Dash Social, Upfluenceno first choiceagainst: Collabstr, Traackr
One alternative
GoBylineTwo alternatives
GoByline, OktopostFour alternatives
Aspire, GRIN, Upfluence, impact.comOne alternative
InfluencityDeepSeek V4 FlashTraackrTraackrHeldCreatorIQ, TraackrCreatorIQagainst: Aspire, UpfluenceCreatorIQagainst: CreatorIQ, Influential, Later Influence, Traackr
Two alternatives
CreatorIQ, FavikonTwo alternatives
CreatorIQ, impact.comSix alternatives
Aspire, GRIN, Mavrck, Meltwater, Upfluence, impact.comOne alternative
TraackrThree alternatives
GRIN, Sprout Social, TraackrLlama 4 Maverickno first choiceCreatorIQChangedCreatorIQno first choiceno first choiceagainst: Collabstr
Two alternatives
Guideflow, TapfiliateThree alternatives
CreatorIQ, Infloq, Influencer Marketing AIQwen 3.7 FlashTraackrTraackrHeldGRINInflueeagainst: Aspire, CreatorIQ, TraackrCreatorIQagainst: CreatorIQ, Heepsy, Upfluence
Three alternatives
GoByline, Meltwater, OnalyticaTwo alternatives
CreatorIQ, FavikonFour alternatives
Aspire, CreatorIQ, Traackr, UpfluenceTwo alternatives
GRIN, UpfluenceThree alternatives
Sprout Social, Traackr, UpfluenceKimi K2CreatorIQ, TraackrSprout SocialChangedCreatorIQGRINagainst: AspireCreatorIQagainst: Ainfluencer, Aspire, Collabstr, GRIN, Traackr
Two alternatives
Favikon, MeltwaterTwo alternatives
CreatorIQ, TraackrFour alternatives
Aspire, GRIN, Traackr, UpfluenceTwo alternatives
CreatorIQ, TraackrFour alternatives
Aspire, GRIN, Traackr, UpfluenceGLM 4.7 FlashXCreatorIQTraackrChangedCreatorIQCreatorIQno first choiceagainst: GRIN, Upfluence
Three alternatives
Favikon, Limelight, TraackrOne alternative
CreatorIQFive alternatives
Aspire, Brandwatch Influence, GRIN, Meltwater, TraackrTwo alternatives
GRIN, UpfluenceMiniMax M2.5CreatorIQ, FavikonCreatorIQ, impact.comChangedCreatorIQCreatorIQ, Laterno first choiceagainst: Ainfluencer, Tribe, Upfluence
One alternative
UpfluenceThree alternatives
EveryoneSocial, LinkedIn Creator Marketplace, OktopostFour alternatives
Aspire, Traackr, Upfluence, impact.comOne alternative
TraackrGPT-6 LunaLimelightCreatorIQChangedno first choiceSprout Social Influencer Marketingno first choiceagainst: Captiv8, GRIN
Two alternatives
CreatorIQ, LinkedIn Creator MarketplaceTwo alternatives
EveryoneSocial, OnalyticaSix alternatives
Brandwatch Influence, Captiv8, CreatorIQ, Sprout Social Influencer Marketing, Traackr, impact.comOne alternative
CreatorIQMuse Glimmer 30BTraackrCreatorIQChangedCreatorIQUpfluenceno first choiceagainst: GRIN, Heepsy, Modash, Upfluence
Two alternatives
CreatorIQ, OnalyticaOne alternative
TraackrFour alternatives
Aspire, formerly AspireIQ, Captiv8, GRIN, TraackrOne alternative
CreatorIQBold 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 09:09 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:49 | yes | 3 | 3 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:55 | yes | 18 | 19 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 14:02 | yes | 19 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:58 | yes | 22 | 6 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:45 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:37 | yes | 22 | 34 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:49 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:36 | yes | 8 | 41 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:23 | yes | 14 | 21 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:54 | yes | 13 | 27 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:25 | yes | 10 | 20 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:18 | yes | 3 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:09 | yes | 12 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:27 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:47 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:38 | yes | 21 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 07:51 | yes | 20 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:15 | yes | 25 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:43 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:20 | yes | 23 | 21 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:18 | yes | 5 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:53 | yes | 9 | 42 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:28 | yes | 20 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:07 | yes | 22 | 161 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:54 | yes | 5 | 20 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:57 | yes | 3 | 23 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:39 | yes | 13 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:01 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 14:15 | yes | 6 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:32 | yes | 18 | 27 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 13:35 | yes | 17 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:32 | yes | 21 | 14 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:09 | yes | 18 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:52 | yes | 23 | 35 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:27 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:55 | no | 0 | 37 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:23 | yes | 19 | 27 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:56 | yes | 23 | 26 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:07 | yes | 19 | 33 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:51 | yes | 7 | 23 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:28 | yes | 23 | 30 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:40 | yes | 16 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:07 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:38 | yes | 16 | 28 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 09:14 | yes | 17 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:39 | yes | 24 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:48 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:13 | yes | 20 | 29 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:00 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:44 | yes | 21 | 207 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:56 | yes | 19 | 22 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:38 | yes | 22 | 50 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:33 | yes | 20 | 43 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:43 | yes | 2 | 15 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:45 | yes | 22 | 27 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:34 | yes | 18 | 14 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:45 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:20 | yes | 11 | 27 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 11:49 | yes | 18 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:32 | yes | 12 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:24 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:39 | yes | 21 | 60 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:06 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:47 | yes | 13 | 38 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:10 | yes | 18 | 31 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:27 | yes | 11 | 157 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:07 | yes | 5 | 17 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:46 | yes | 3 | 43 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:12 | yes | 11 | 36 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 14:08 | yes | 27 | 14 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:27 | yes | 3 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:31 | yes | 19 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 11:39 | yes | 29 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 14:08 | yes | 23 | 7 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:38 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:24 | yes | 24 | 34 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:34 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:39 | yes | 17 | 96 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:38 | yes | 23 | 28 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 14:01 | yes | 25 | 62 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:45 | yes | 24 | 38 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:57 | yes | 3 | 19 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:52 | yes | 25 | 39 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Brandwatch Influencer Marketing Software read as Brandwatch Influence
Unresolved, counted raw
Aspire, formerly AspireIQ
Brandwatch Influencer Marketing
Fohr
Gigapay
Grasp
Influential powered by Captiv8
Klear Enterprise Suite
Sprout Social Suite
Tagger Media
Discontinued, still offered
No shut-down product was recommended here.