App store optimization tools for small business buyers
Asked as “app store optimization tool”, and as “ASO platform for mobile app rankings”, on behalf of a small B2B company. 56 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
27%
Contested · ASOTools 11%
27Appfigures11ASOTools11App Radar52others
27% of first choices, contested.
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.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the one product at 0%, ordered by negative rate
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.
Google Play Console is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other thirteen models one time of 52. Lab treatment is defined on the method page; the row is marked, not excluded.
For buyers
All twenty-eight head-to-head pages: the top eight products, each against each
AppTweak vs Sensor TowerAppTweak vs MobileActionAppTweak vs ASOMobileAppTweak vs SonarAppfigures vs AppFollowAppfigures vs App RadarAppfigures vs Sensor TowerAppfigures vs MobileActionAppfigures vs ASOMobileAppfigures vs SonarAppFollow vs App RadarAppFollow vs Sensor TowerAppFollow vs MobileActionAppFollow vs ASOMobileAppFollow vs SonarApp Radar vs Sensor TowerApp Radar vs MobileActionApp Radar vs ASOMobileApp Radar vs SonarSensor Tower vs MobileActionSensor Tower vs ASOMobileSensor Tower vs SonarMobileAction vs ASOMobileMobileAction vs SonarASOMobile vs Sonar
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 →
01
02
03A04
05
06
07
08
09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Appfigures27%
Appfigures27%02App Radar11%
App Radar11%03AppFollow11%
AppFollow11%04ASOTools11%
05AppTweak9%
AppTweak9%06ASOMobile7%
ASOMobile7%07MobileAction4%
MobileAction4%08Sonar2%
Sonar2%09ASOdesk2%
ASOdesk2%10Google Play Console2%
Google Play Console2%11Sensor Tower0%
Sensor Tower0%What they warned about
One of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, 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.
Sensor Tower89%
33 of 37 labels negative · 13 of 14 models · 7 hard negative
“Known for high‑end, custom‑priced plans (often $25k+/yr). Great for big publishers, overkill for a small app or indie team.” MiniMax M2.5, negative prompt
AppTweak30%
15 of 50 labels negative · 9 of 14 models · 2 hard negative
“reviewers note "it's built for funded teams - not indie developers." AI features locked behind Enterprise tier.” Kimi K2, negative prompt
data.ai
88%
7 of 8 labels negative · 4 of 14 models · 3 hard negative
“"Premium features are quite expensive for small startups or individual developers." Free version is extremely limited.” Kimi K2, negative prompt
MobileAction13%
4 of 30 labels negative · 4 of 14 models · 2 hard negative
“Avoid ... MobileAction's advanced tiers unless you're scaling significantly — they're overkill” DeepSeek V4 Flash, budget 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
78 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. 1022 links across 202 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 · AppFollow53 answers · 93 citations · 14 models
vendor site · App Radar44 answers · 58 citations · 12 models
39 answers · 65 citations · 13 models
39 answers · 45 citations · 12 models
vendor site · AppDrift39 answers · 42 citations · 12 models
31 answers · 31 citations · 10 models
30 answers · 37 citations · 12 models
vendor site · ASOMobile29 answers · 36 citations · 11 models
vendor site · AppTweak28 answers · 36 citations · 12 models
vendor site · Guideflow21 answers · 21 citations · 9 models
20 answers · 20 citations · 9 models
vendor site · Capterra19 answers · 24 citations · 10 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.
45 answers · 13 models
40 answers · 12 models
39 answers · 12 models
32 answers · 12 models
31 answers · 10 models
24 answers · 8 models
24 answers · 11 models
20 answers · 9 models
16 answers · 8 models
15 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 “app store optimization tool”, “best app store optimization tool”. 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 | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| Appfigures appfigures.com | 27% | 93 | 1,600 | 15 | 54,328 | ||
| App Radar appradar.com | 11% | 124 | 480 | 2,749 | 6,241 | 9 | 1 |
| AppFollow appfollow.io | 11% | 130 | 1,000 | 20 | 54,570 | 5 | 2 |
| ASOTools | 11% | 880 | 0 | ||||
| AppTweak apptweak.com | 9% | 190 | 1,600 | 29 | 9,585 | 7 | 5 |
| ASO.dev asomobile.net ASOMobile 7%, ASO.dev 0% | 7% | 30 | 140 | 2 | 1,678 | 1 | |
| MobileAction mobileaction.co MobileAction 4%, Mobile Action 2% | 5% | 91 | 480 | 11 | 73,767 | 4 | |
| Sonar trysonar.app | 2% | 29 | 49,500 | 8,330 | 210 | ||
| ASOdesk asodesk.com | 2% | 30 | 50 | 0 | 207 | ||
| Google parent site Google Play Console 2% | 2% | 23 | 49,500 | 289 |
Google's top ten for the two searches hold 16 sites; 4 of them are among the sites the models cited here (appfollow.io, appradar.com, apptweak.com, g2.com). The first result for “app store optimization tool” is appradar.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 app store optimization tool for a small B2B company?”Paraphrase“Which ASO platform for mobile app rankings would you recommend to a small business that sells to other businesses?”Comparative“What are the top app store optimization tools for a small team and how do they differ?”Budget-constrained“What is the best app store optimization tool for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an app store optimization tool. What should we look at?”Negative“Which app store optimization tools should a small business avoid or be cautious about?”
Claude Haiku 4.5AppTweak, AppfiguresASOTools, ASOdeskChangedAppfiguresASOToolsno first choiceagainst: App Annie, App Radar, Appfigures, Sensor Tower
One alternative
ASOMobileOne alternative
AppTweakFour alternatives
ASOTools, ASOdesk, App Radar, SplitMetrics OptimizeThree alternatives
App Radar, Appfigures, SonarGPT-5.4 miniAppFollowAppfiguresChangedAppFollowagainst: MobileAction, Sensor TowerApplyraagainst: AppTweakno first choicenothing named
Three alternatives
AppTweak, MobileAction, Sensor TowerTwo alternatives
AppTweak, MobileActionThree alternatives
ASO.dev, AppTweak, AppfiguresOne alternative
ASOMobileGemini 3.5 FlashAppTweakagainst: Sensor TowerAppfiguresChangedagainst: Sensor TowerAppTweakagainst: Sensor TowerAppfiguresagainst: AppTweak, Sensor TowerAppTweakagainst: Sensor Toweragainst: Ahrefs, Semrush, Sensor Tower
Three alternatives
App Radar, Appfigures, SonarThree alternatives
ASOdesk, AppFollow, AppTweakFive alternatives
App Radar, AppFollow, Applyra, Astro, SonarFive alternatives
App Radar, AppDrift, Google Play Console, Sonar, The Apple Search Ads (ASA) Keyword ToolThree alternatives
ASOdesk, App Radar, AppFollowPerplexity SonarAppfiguresAppTweakChangedAppfiguresAppfiguresno first choiceagainst: AppTweak, Astro, Sensor Tower
Four alternatives
ASO.dev, ASOdesk, MobileAction, TheToolOne alternative
App RadarSeven alternatives
ASOScan, App Radar, AppDrift, AppFollow, AppTweak, Sonar, TheToolTwo alternatives
ASOdesk, StoreliftGrok 4.1 FastStoreliftAppfiguresChangedagainst: AppTweak, AstroASOMobile, App Radar, AppTweakagainst: Sensor TowerAppfiguresno first choiceagainst: Sensor Toweragainst: ASOTools suite, App Annie, AppTweak, GroupBuySEOTools.org, Sensor Tower
Two alternatives
ASOMobile, AppTweakTwo alternatives
App Radar, MobileActionThree alternatives
AppFollow, Appfigures, SonarFive alternatives
ASODesk Free Tools, App Radar Free Tier, AppDrift, AppFollow Free Tools, Appure Free ToolsMistral SmallAppfiguresApp RadarChangedApp RadarApp Store Connect, AppFollow, Google Play Consoleno first choiceagainst: Sensor Tower, data.aiagainst: Adjust, AppTweak, Sensor Tower
Two alternatives
ASOdesk, App RadarTwo alternatives
ASOMobile, AstroTwo alternatives
AppFollow, AppfiguresThree alternatives
ASOMobile, AppDrift’s Free Tools, Keyword Tool.ioFour alternatives
ASOdesk, App Annie, AppFollow, MobileActionDeepSeek V4 FlashASOMobileAppfiguresChangedagainst: AppTweak, Sensor TowerAppfiguresagainst: AppTweak, Sensor TowerASOMobileagainst: AppTweak, MobileAction, Sensor TowerApp Radar, AppTweak, Appfiguresagainst: Sensor Toweragainst: ASOeShop, AppTweak, Apptimizer, Sensor Tower
Four alternatives
App Radar, AppFollow, AppTweak, AstroThree alternatives
App Radar, AppFollow, ApplyraFour alternatives
ASOTools, App Radar, AppFollow, MobileActionThree alternatives
ASOdesk, App Radar, AppFollowLlama 4 Maverickno first choiceASOMobileChangedno first choiceSonarno first choiceagainst: App Annie, Sensor Tower
Two alternatives
App Radar, AppfiguresQwen 3.7 FlashApp Radaragainst: Sensor TowerApp RadarHeldApp Radar, AppDriftASOToolsagainst: MobileAction, Sensor Tower, data.aiMobile Actionagainst: Sensor Tower, data.aiagainst: Sensor Tower, data.ai
Three alternatives
ASOMobile, AppTweak, SonarOne alternative
MobileActionThree alternatives
ASO.dev, AppTweak, SonarTwo alternatives
App Radar, AppfiguresTwo alternatives
ASO World, AppFollowKimi K2AppFollowagainst: Sensor Tower, data.aiAppfiguresChangedagainst: AppTweakAppTweakagainst: AppFollow, Sensor TowerAppVector.io, GrowASOno first choiceagainst: AppTweak, Sensor Tower, data.ai
Three alternatives
ASOMobile, AppTweak, MobileActionTwo alternatives
App Radar, AppFollowFour alternatives
App Radar, AppDrift, Applyra, MobileActionSix alternatives
ASOMobile, ASOTools, App Radar, Apple App Store Connect, Google Play Console, SonarGLM 4.7 FlashXApp RadarAppfiguresChangedApp Radaragainst: Sensor TowerASOToolsagainst: App Radarno first choiceagainst: MobileAction, Sensor Tower
Four alternatives
ASOTools, AppFollow, AppTweak, MobileActionThree alternatives
App Radar, AppFollow, AppTweakSix alternatives
ASO.dev, ASOdesk, AppFollow, AppTweak, Appfigures, FoxDataFive alternatives
ASOMobile, AppFollow, AppScreenStudio, Appfigures, MobileActionMiniMax M2.5ASOTools, Astroagainst: Sensor TowerApp RadarChangedAppfiguresASO Stack, TheToolno first choiceagainst: Sensor Tower
Two alternatives
App Radar, TheToolTwo alternatives
AppTweak, MobileActionFour alternatives
App Radar, AppFollow, MobileAction, SonarThree alternatives
AppTweak, Apple App Store Connect, Google Play ConsoleGPT-6 LunaMobileActionAppFollowChangedMobileActionMobileActionagainst: AppTweakno first choiceagainst: AppTweak
One alternative
AppTweak EssentialOne alternative
MobileActionFive alternatives
AppFollow, AppTweak, Appfigures, Apple App Store Connect, Google Play ConsoleOne alternative
ASOdeskMuse Glimmer 30BAppFollowASOMobile, ASOToolsChangedApp Radaragainst: Sensor Tower, data.aiAppFollow, AppfiguresAppfiguresagainst: Adjust, App Annie, AppTweak, Sensor Tower, [email protected]
Two alternatives
App Radar, AppTweakTwo alternatives
AppFollow ASO, AppfiguresNine alternatives
ASOdesk, AppDrift, AppFollow, AppTweak, Applyra, Astro, MobileAction, SplitMetrics Optimize, TheToolSix alternatives
ASOMobile, ASOScan, App Radar, AppDrift, MobileAction ASO Intelligence Lite, SonarBold 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 | 2026-10-04 22:51 | yes | 17 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:29 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:48 | yes | 8 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:18 | yes | 17 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:21 | yes | 22 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:13 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:41 | yes | 24 | 51 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:21 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:12 | yes | 19 | 37 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:25 | yes | 14 | 30 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:30 | yes | 22 | 19 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:19 | yes | 10 | 23 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:17 | yes | 3 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:24 | yes | 19 | 22 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:33 | yes | 16 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:37 | yes | 3 | 8 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:32 | yes | 14 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 22:31 | yes | 25 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:19 | yes | 21 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:55 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:49 | yes | 22 | 28 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:29 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:47 | yes | 6 | 40 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:57 | yes | 19 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:16 | yes | 15 | 22 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:51 | yes | 11 | 22 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:19 | yes | 2 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:38 | yes | 22 | 27 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:31 | yes | 10 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:12 | yes | 4 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:39 | yes | 12 | 22 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 22:18 | yes | 19 | 3 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:35 | yes | 24 | 12 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:57 | yes | 14 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:24 | yes | 17 | 72 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:48 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:11 | yes | 9 | 26 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:18 | yes | 14 | 24 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:52 | yes | 24 | 70 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:20 | yes | 8 | 22 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:54 | yes | 6 | 34 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:35 | yes | 15 | 33 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:54 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:56 | yes | 2 | 3 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:13 | yes | 5 | 17 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:17 | yes | 17 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:27 | yes | 22 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:28 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:03 | yes | 25 | 35 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:28 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:13 | yes | 12 | 18 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:41 | yes | 10 | 13 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:14 | yes | 15 | 30 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:38 | no | 0 | 8 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:14 | yes | 4 | 15 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:55 | yes | 12 | 19 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:29 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:12 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:26 | yes | 5 | 21 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 23:57 | yes | 20 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:13 | yes | 13 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:40 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:03 | yes | 16 | 38 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:26 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:02 | no | 0 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:12 | yes | 16 | 25 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:06 | no | 0 | 52 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:34 | yes | 5 | 28 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:49 | yes | 3 | 17 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:25 | yes | 14 | 17 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:06 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:33 | yes | 3 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:52 | yes | 17 | 28 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:44 | yes | 20 | 6 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:22 | yes | 24 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:47 | yes | 11 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:30 | yes | 23 | 39 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:40 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:13 | yes | 16 | 54 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:20 | yes | 24 | 28 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:22 | yes | 23 | 45 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:58 | yes | 16 | 82 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:14 | yes | 4 | 18 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:53 | yes | 22 | 28 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
Google Play Store Listing Experiments read as Google Play Console
SplitMetrics read as SplitMetrics Optimize
Unresolved, counted raw
ASO Stack
ASODesk Free Tools
ASOTools suite
App Radar Free Tier
App Store Connect analytics
AppDrift’s Free Tools
AppFollow ASO
AppFollow Free Tools
AppTweak Essential
Apple provides App Store analytics and product-page tests
Apptimizer (apptimizer.net)
Appure Free Tools
Google Play Experiments
Keyapp
Keyword Tool.io
MobileAction ASO Intelligence Lite
MobileDevHQ
Native Store Tools
SearchMan/AppDrift
Store Autocomplete
StoreMockups
The Apple Search Ads (ASA) Keyword Tool
[email protected]
Discontinued, still offered
No shut-down product was recommended here.