Trainee Analyst transitioning from Mistral 7B to Mistral 3 due to deprecation and VRAM usage
What happened
A Trainee Analyst at a Small-Business (50 or fewer emp.) company reports that Mistral 7B uses a lot of VRAM for full context and appears to be facing impending deprecation. The user has already begun transitioning to the newer Mistral 3, indicating a move away from the product.
Source
From the reviews
- 5 of 5
“Uses a lot of VRAM for full context. Since it’s an older release and seems to be facing impending deprecation, I’ve been transitioning over to the newer Mistral 3.”
Shamar M., Trainee AnalystSep 3, 2026View
Extracted by Autobound
From the Signal API record- Signal
- Active churn
What this signalsReview themes often show where customers may look for an alternative.
- Product
- Mistral 7B
- Star rating
- 5 of 5
- Reviewer
- Shamar M.
- Reviewer details
- Trainee Analyst
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The full record
From the Signal API recordDetails
- Switching intent
- Yes
Topics and mentions
Competitors
- Mistral 3
Extraction
- Detected
- Sep 14, 2026
- signal_type
product-reviews- signal_subtype
ActiveChurn
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The API returns more than this page shows
This page shows a preview. The full product-reviews record in the Signal API and MCP can also have these 8 fields. Some fields are empty for some signals.
Company
linkedin_urlValue in the APIindustriesValue in the APIemployee_count_lowValue in the APIemployee_count_highValue in the APIrevenueValue in the APIdescriptionValue in the API
Signal
signal_nameValue in the APIassociationValue in the API
Show the full JSONHide the full JSONThe record on this page and the API request
GET /v1/signals/487903fe-a942-480e-aa40-0bcb42cacd6a returns this record as JSON. POST /v1/companies/enrich returns every signal for mistral.ai.
{
"signal_id": "487903fe-a942-480e-aa40-0bcb42cacd6a",
"signal_type": "product-reviews",
"signal_subtype": "ActiveChurn",
"detected_at": "2026-09-14T09:22:39.647+00:00",
"company": {
"name": "Mistral AI",
"domain": "mistral.ai"
},
"data": {
"summary": "A Trainee Analyst at a Small-Business (50 or fewer emp.) company reports that Mistral 7B uses a lot of VRAM for full context and appears to be facing impending deprecation. The user has already begun transitioning to the newer Mistral 3, indicating a move away from the product.",
"evidence": [
{
"quote": "Uses a lot of VRAM for full context. Since it’s an older release and seems to be facing impending deprecation, I’ve been transitioning over to the newer Mistral 3.",
"review_url": "https://www.g2.com/products/mistral-7b/reviews#review-13405837",
"review_date": "2026-09-03",
"star_rating": 5,
"reviewer_name": "Shamar M.",
"reviewer_title": "Trainee Analyst"
}
],
"headline": "Trainee Analyst transitioning from Mistral 7B to Mistral 3 due to deprecation and VRAM usage",
"relevance": 85,
"product_name": "Mistral 7B",
"source_page_url": "https://www.g2.com/products/mistral-7b/reviews/reviews",
"switching_intent": {
"urgency": "immediate",
"detected": true,
"signal_phrase": "Since it’s an older release and seems to be facing impending deprecation, I’ve been transitioning over to the newer Mistral 3."
},
"quantified_impact": {
"has_numbers": false
},
"competitors_mentioned": [
"Mistral 3"
],
"decision_maker_complaint": {
"title": "Trainee Analyst",
"is_decision_maker": false
}
}
}
curl https://signals.autobound.ai/v1/signals/487903fe-a942-480e-aa40-0bcb42cacd6a \
-H "X-API-KEY: $AUTOBOUND_API_KEY"curl -X POST https://signals.autobound.ai/v1/companies/enrich \
-H "X-API-KEY: $AUTOBOUND_API_KEY" \
-H "Content-Type: application/json" \
-d '{"domain":"mistral.ai","limit":20}'Long text fields are shortened on this page.
Looking up one signal by its id is free. Enrich costs 2 credits per signal returned; a call with no results is free.