BiteNote vs Lose It!: comparison
All comparisons (BiteNote vs all)
Comparison based on publicly available data as of 2026-05-01. We are not affiliated with Lose It!. Data may have changed, so verify the latest at loseit.com.
Lose It! (FitNow, Boston) is an American category veteran, operating since 2008 and a pioneer of AI photo logging ("Snap It" beta in 2016, originally NVIDIA-powered). Strong in the US, weaker in Europe. BiteNote is a Telegram-native bot launched in 2024, built by one person. Below: an objective comparison.
Comparison table
| Feature | BiteNote | Lose It! |
|---|---|---|
| Platform | Telegram (bot + Mini App), nothing to install | iOS, Android, Web, Apple Watch |
| Payment | Telegram Stars, in the chat (pricing) | Card / app store (loseit.com) |
| Free trial | Free photo estimates to start, unlimited manual logs | 7-day Premium trial |
| Free tier | Manual log unlimited, /today, /weight, EWMA, basic analytics |
Solid: manual log, calorie budget, basic diary, barcode (free!), web access |
| Premium-gated | /week, /month, evening recap, weekly digest, adaptive TDEE, Mini App |
Snap It (photo), Say It (voice), meal/macro planning, custom goals, Garmin sync, full Apple Watch |
| Photo logging | Yes (Gemini vision, 15 languages, available on Free and Pro) | Yes ("Snap It"): Premium-only, ~68.7% accuracy on independent benchmark |
| Voice logging | Yes | Yes ("Say It!" since April 2025): Premium-only |
| Text logging | Yes ("sandwich 350 kcal" parsed without LLM cost) | Yes (database search) |
| Adaptive TDEE | Yes (OLS regression on cumulative intake−weight, daily check) | Partial: tracker-burn passthrough ("Fitbit/Garmin bonus"), not regression-based metabolic recalibration |
| Weekly coaching | Recap + weekly digest | Weekly email reports, designed for sharing with coach/dietitian |
| Weight tracking | EWMA + Hampel outlier filter | Yes (basic trend + weight prediction) |
| Languages | 15 (EN/PL/ES/DE/FR/IT/PT/RU/UK/TR/NL/CS/JA/KO/ZH) | 8 (EN/FR/DE/JA/KO/PT/ZH/ES): no Polish, no Italian, no Dutch |
| Food databases | USDA + Open Food Facts + Gemini knowledge | 50M+ items (vendor claims 63M), one of the largest |
| Integrations | Withings (scale) | Apple Health, Fitbit, Garmin (Premium two-way), Strava, Runkeeper, MapMyFitness. No Withings |
| Data export | GDPR export (JSON, CSV), on every tier | Email reports (daily/weekly nutrition + log), designed for coach/dietitian sharing |
Cited sources: Lose It pricing 2026, Lose It free vs premium, Snap It NVIDIA blog, Lose It AI study April 2025, BiteNote Pricing.
Choose Lose It! if...
- You work with a dietitian or coach: their weekly email reports are designed for sharing with a coach (an actual documented use case)
- Price is the absolute priority: $39.99/yr is the cheapest in the category ($3.33/mo), plus a buy-once lifetime option
- You train with Garmin: Lose It! has two-way sync with Garmin Connect (Premium); BiteNote doesn't integrate
- You log mostly by barcode: the free tier has the scanner, and Lose It! has 50M+ items
- You're in the US / English-speaking market: the product is optimized for the US, not Poland
Choose BiteNote if...
- You log in Polish: Lose It! does NOT support Polish (only 8 languages, no PL); BiteNote has a full PL UI plus 14 others
- You want true adaptive TDEE: Lose It's "adaptive" is just passthrough of tracker-burn calories, not metabolic recalibration. BiteNote auto-updates the target weekly via regression
- You want logging to take seconds: send a photo, a voice note, or a line of text, and the calories come back in the same chat. There is nothing to download and no account to set up
- You live in Telegram: the bot is one tap away, and the whole product lives in the conversation, from the log to the weekly recap to paying with Telegram Stars. Lose It! requires a dedicated app and a login
- You want to start without a card: in Lose It! photo and voice sit behind Premium; in BiteNote photo logging works before you pay anything
Where we're similar
Both tools: - Three logging modes (photo/voice/text) - Solid free tier (BiteNote: photo estimates plus unlimited manual logs; Lose It!: manual + barcode) - Weight tracking with trend - Data export - Friendly pricing (Lose It! is the cheapest in the category)
Practical test: which is for you
Scenario 1: "I want to send my dietitian last week's diary" - BiteNote: GDPR export → JSON/CSV → send manually - Lose It!: dedicated weekly email report (auto-generated), faster, designed for this use case
Scenario 2: "I've been logging for a month, weight isn't moving, now what?" - BiteNote: bot proposes a calorie target adjustment via regression - Lose It!: no true adaptive TDEE, so you have to adjust the target by hand
Scenario 3: "I want to log in Polish" - BiteNote: full PL UI, Polish pSEO pages on Polish foods - Lose It!: no Polish (8 languages: EN/FR/DE/JA/KO/PT/ZH/ES)
FAQ
Does Lose It! support Polish?
No. Lose It! officially supports 8 languages (EN/FR/DE/JA/KO/PT/ZH/ES) and Polish is not on the list. If you want a Polish UI, BiteNote or Yazio are better choices.
Which has cheaper Premium?
Lose It! is the cheapest in the category at $39.99/yr (~$3.33/mo). BiteNote sits above that but below MacroFactor and MyFitnessPal; the current figure is on the pricing page, and you pay in the chat with Telegram Stars.
Is "Snap It" accurate?
An independent benchmark from ai-food-tracker.com shows ~68.7% accuracy on food identification plus ±22% error on portion estimation. Photo estimation is hard for every app on the market, this one included.
Does Lose It! have adaptive TDEE like BiteNote?
Partially. "Adaptive" in Lose It! means adding tracker-burn calories from Fitbit/Garmin to the daily budget, not regression on intake-vs-weight. BiteNote and MacroFactor recalibrate the calorie target via regression; Lose It! recalibrates only when you manually change your weight goal.
Related
Sources
- Lose It pricing 2026, verified 2026-05-01
- Lose It free vs Premium
- Snap It NVIDIA blog
- ai-food-tracker.com Lose It benchmark
- Lose It AI study Newswire April 2025
- BiteNote Pricing, verified 2026-05-01
Lose It!® is a trademark of FitNow, Inc. BiteNote is not affiliated with Lose It! / FitNow in any way. All trademarks are property of their respective owners. Verified: 2026-05-01.
Log your meals in 3 seconds on Telegram → @bitenotebot