In general I have observed path finding issues with not just blixt but any neutrino based node that has only one or very few channels such as my 2nd node connected to Zeus wallet that I use for payments.
These nodes have a smaller view of the graph because their source for gossip data is much smaller compared to a regular routing node.

I think mobile wallets in general have to rely on external sources for gossip or path finding for two reasons, speed and reliability. I can think of two solutions where we could improve reliability and speed.

1. Get gossip from else where such as a big routing node:

Pros:

• Larger and up to date graph
• Faster than syncing graph ourselves

Cons:

• We have to look to see if LND can support this.
• Small trust issues
• Gossip server should have very good uptime.

2. Out source path finding to a routing node:

Pros:

• No graph sync needed at all which means payments could be fast and very reliable

Cons:

• Give up on privacy because the routing node would know your payments history

IMO I don't think a mobile wallet can do everything by itself and some of its functions have to be outsourced to an external server that does heavy lifting jobs, hard part is how do we balance out speed & reliability with privacy.
It's like using Tor vs Clearnet, each has its own upside.

2nd Test - Sending from Blixt to various destinations

• opened a new channel to Kevin node, of 130k sats
• MPP option activated always
• Blixt v0.6.1 (special testing edition)

1. Payment A - from Blixt to OBW

• 9150 sats
• 3 hops
• fee 18 sats (expensive!), I wonder who took such fee?
• SUCCESS payment was instant done, sent through Kevin channel
• I was expecting to use multiple chunks from both channels (using MPP), but was all from one channel

2. Payment B - from Blixt to Phoenix

• 23520 sats
• 4 hops
• fee 8 sats (wtf?!)
• I couldn't scan the QR generated by Phoenix, keep saying payment details are wrong. I then copied the LN invoice code and paste it into Blixt, then worked. I think Phoenix was trying to send more info in that QR than a simple invoice, because was trying to open a new channel. Quite weird how is operating Phoenix the channels.
• SUCCESS payment was instant, sent through Blixt channel
• I was expecting to use multiple chunks from both channels (using MPP), but was all from one channel

3. Payment C - from Blixt to LNbits.com

• 59500 sats
• 3 hops
• fee 28 sats
• It couldn't scan the QR, I have no idea why is working to scan with smaller amounts but not bigger than 20k, but once I copy/paste the LN invoice code it worked
• SUCCESS payment was taking 12 seconds to finish, sent through Kevin channel
• I was expecting to use multiple chunks from both channels (using MPP), but was all from one channel

4. Payment D - from Blixt to WoS

• 85100 sats
• liquidity to send: 1 channel with 56500 sats and another one with 97280 sats, so MPP should be triggered in full this time
• destination Wallet of Satoshi (I choose this one for the bigger amount just to be sure is not about liquidity)
• FAILED payment with "path not found" after 58 sec
• Again the QR couldn't be scanned from WoS with Blixt camera. I had to copy/paste the LN invoice code
• tried a 2nd intent with "reset payment route" option... "payment time out" after 87 sec

3rd Test - refill back the channel in Blixt

• closed the channel with Blixt node
• trying to refill the remaining channel with Kevin, up to 130k sats, from different sources where I already sent sats

1. Payment A - to receive in Blixt

• 67500 sats
• from SBW, with 2 HC, expecting to take chunks from both channels
• MPP was trying to split it up to 6 shards but after many intents, payment FAILED
• tried the same invoice from LNbits.com and payment FAILED

2. Payment B - to receive in Blixt

• 49950 sats
• from LNBits.com
• SUCCESS payment, after 16 sec payment was done correctly

3. Payment C - from Blixt to WoS

• 79850 sats
• I couldn't be able to scan the QR code with Blixt camera, had to copy/paste
• SUCCESS payment went through in 3 sec, correctly
• 2 hops with 63 sats fee !!!

4. Payment D - from SBW to Blixt

• 62100 sats
• I had 2 HC, one with 6145 sats and one with 84190 sats
• SUCCESS payment went through in 3 sec, taking MPP 2 parts and almost emptying the smaller channel.
• fee 29 sats

5. Payment E - from WoS / Phoenix to Blixt

• 36500 sats invoice
• In Blixt I have 36560 sats inbound liquidity able to receive. I want to push to the limit this channel to see if I can fill it top
• I was keeping alive Blixt app all the time, just to be sure there are no communication "issues" waiting.
• WoS took 10 minutes to timeout - FAILED payment
• Phoenix, I have 3 channels (12000, 24500, 20520), payment FAILED after less than 30 sec
• Tried a 2nd intent with only 35000 sats
• SUCCESS payment from Phoenix, in 3 sec
• fee 42 sat !!! (LOL quite expensive)
• Remaining inbound space: 1560 sats that wasn't able to receive anymore in this channel

4th Test - adding a dunder channel and refill at maximum

• Blixt v0.6.1 build 30/115 (strict-graph vers)
• keeping the channel with Kevin
• opening a Dunder channel with Kevin. You have to setup in Blixt: use Dunder channels and after that go to "Set Dunder channel" and put this server: https://dunder.eldamar.icu. This is for testing purpose only.
• used 79000 sats from WoS to open a Dunder channel with Kevin node. The opening was instant! Deducted fee was quite high (5831sats), due to mempool congestion and Kevin commision. Understandable.
• A dunder channel was open after few minutes, with 73k sats as outbound liquidity and the rest until 210k sats as inbound liquidity. Good start to test.

1. Payment A - from SBW to Blixt

• 25000 sats invoice
• In Blixt was 2 channels: one with 1560 sats inbound available and the dunder ch with 129452 sats inbound available
• SUCCESS in just 2 sec payment was done, perfectly
• fee paid 7 sats

2. Payment B - from LNbits to Blixt

• 58450 sats invoice
• In Blixt are available to receive 104452 sats in Dunder Kevin channel and 1612 sats in normal Kevin channel
• FAILED payment after 3 min, path not found
• 2nd intent to make the payment was SUCCESS after 2min
• patience is the key and never give up.

3. Payment C - from Phoenix to Blixt

• 9000 sats invoice, just a small amount,
• I wanted to refill at maximum the remaining inbound balance in my Dunder channel with Kevin, where I have 47k available to receive
• FAILED payment, saying that there is no sufficient inbound liquidity. That is not true!
• Tried again same payment towards the same Kevin node, but on its LNbits instance wallet and worked from Phoenix. Is unclear why Phoenix is taking weird paths paying to Blixt.
• Be aware that Phoenix is randomly going offline if you have multiple channels. And the sats from that offline channel WILL NOT appear on the main balance, not even mentioning that are offline. So if that peer is not going to be online, the only chance is to close all channels in Phoenix and hop you restore the sats in onchain. But this insane UI.
  

4. Payment D - from LNTXBOT to Blixt

• remaining available inbound in Blixt is 40620 sats and 1612 sats in both channels with Kevin
• 40500 invoice from Blixt

Nice to see that Blixt is showing in real time how the partial amounts are coming and HTLCs pending, during the payment intent. LNTXBOT was trying to send the payment in multiple shards.

• FAILED payment in LNTXBOT

LNTXBOT: Payment 865d1154b64d933005b14864e340f56f28f5d262dcc2038dcfd06f497bc35ed8 failed.

- TemporaryChannelFailure at 763710x853x1 (028c58)
- TemporaryChannelFailure at 763862x2349x1 (028c58)
- TemporaryChannelFailure at 763862x2349x1 (028c58)
- TemporaryChannelFailure at 763710x853x1 (028c58)
- TemporaryChannelFailure at 763710x853x1 (028c58)

5. Payment E - from another Blixt to Blixt

• Blixt sender is v0.6.1 build 30/114 (official version), Blixt receptor is v0.6.1 build 30/115 (strict-graph-vers)
• same 40500 invoice
• FAILED payment, with no route path found

6. Payment F - from LNbits.com to Blixt

• 1543 sats testing a small amount to see if I can fill the remaining inbound of 1612 sats in one channel.
• SUCCESS payment after 8 sec
• payment entered into the channel with larger inbound available, even that both channels are with the same peer

7. Payment G - from LNbits.com to Blixt

• trying to push again to the limit to fill up the channel
• This is the status of the Blixt channel before making the payment

• 35500 invoice from Blixt
• This is a real time status of the Blixt channel, during the payment process

What is interesting is that it shows the commit fee going high with 5 HTLCs, meanwhile the available "can receive" go down to 2248 sats. That means will never be possible to refill a channel at maximum. So that "can receive" is not true!

• FAILED payment after 60 sec
• after the payment it failed, the commit fee comes back to previous amount that was before the payment intent.

8. Payment H - several pushes from different sources towards Blixt to fill up totally

• 1st intent with 33500 invoice - SUCCESS payment from Kevin node
• 2nd intent with smaller amounts from LNbits.com and Kevin node. Were many payments, going smaller and smaller in amount. Luckily also the commitment fees went down, due to emptying the mempool. So the amount "can receive" went up and total commit fee went down.
• In the end both channels were filled up at maximum possible, as following:
  

Mentions:

• The actual way how numbers are displayed for each channel details are wrong, will be necessary a redesign of formula to display the correct calculations for each section.
• "Can Receive" is actually what is displayed now - "local reserve"
• The 1st channel was a Dunder channel, initiated by Kevin. So there's a 540 sats (2640 - 2100) that couldn't be sent anymore, must be a reserve on his side or something.
• The 2nd channel was a normal channel open from my Blixt towards Kevin node. That channel in the end we fill it up using invoices of 1 sat until the last one, when was displayed the "can receive" equal to "local reserve".

Test Blixt wallet path finding capabilities number 1.

Environment.

Phones used;
Redmi Note 9 with Blixt Wallet (V0.6.0-No-strict-graph)
Samsung Note 10+ 5G with Blixt Wallet (V0.6.0-No-strict-graph)
Bluestacks emulator(Pixel 6) with Blixt Wallet (V0.6.0-No-strict-graph) & Blixt Wallet (V0.6.1)
Realme C11 2021 with Blixt Wallet (V0.6.1)

Blixt versions used;

Blixt Wallet (V0.6.0-No-strict-graph)
Blixt Wallet (V0.6.1)

-MPP was set to 16 parts max (whatever setting that is in Blixt on or off)
-Single channel in each Blixt wallet

Payment A.

Blixt Wallet (V0.6.0-No-strict-graph) to Blixt wallet Blixt Wallet (V0.6.0-No-strict-graph)
Near instant
Channels to the same Parent node
Tested up to 2M sats with 100% successes

Payment B.

Blixt Wallet (V0.6.0-No-strict-graph) to Blixt wallet Blixt Wallet (V0.6.0-No-strict-graph)
Near instant
<2 hop to destination
Tested up to 2M sats with 100% success
China phone or not payments still work

Payment C.

Blixt Wallet (V0.6.0-No-strict-graph) to Breez (latest release)
Near instant
Same parent node
Tested up to 1M sats with 100% success

Payment D.

Blixt Wallet (V0.6.0-No-strict-graph) to WoS (latest release)
Within 25-30 seconds
<4 hops
Tested up to 100k sats with 100%.
china phones again are slower. lol

Payment E.

Blixt Wallet (V0.6.0-No-strict-graph) to OBW (V0.1.6)
Near instant
<2 Hops
Tested up to 200k sats with 100%

Payment F.

Blixt Wallet (V0.6.0-No-strict-graph) to Lnbits
Near instant
<2 hops
Tested up to 150k sats with 100%

Payment G.

Blixt Wallet (V0.6.0-No-strict-graph) to Blixt Wallet (V0.6.1)
within 5 seconds
<5 hops.
Tested up to 100k sats with 100%

Payment H.

Blixt Wallet (V0.6.0-No-strict-graph) to Lnbits.com
within 15-25 seconds
<4 hops
tested up to 150k sats

Notes;

Blixt Wallet (V0.6.1) had 2 time outs while performing the reverse payment from the paying Blixt wallet while all larger amounts above 40k sats failed. also another note is a payment to WoS from Blixt V0.6.1 of 150k sats was also successful.
OBW also couldnt pay 100k sats to Blixt Wallet (V0.6.0-No-strict-graph) while connected to same parent node. I did not look further into this and continued with my testing.
also china phones are slow... thats about it. lol

5th Test - Forcing MPP through 2 channels - Blixt to Blixt

• Sender Blixt v0.6.1 build 30/115 (strict-graph vers), MPP option active
• 2 channels, with 2 different peers
• Android 12
• Receiver Blixt v0.6.0 (testing Kevin edition)
• 1 channel, random node, enough liquidity to send/receive

Proceedings:

• before each payment, go to settings and click on "reset payment routing knowledge" and "write config", just to be sure.
• keep the Blixt app active and synced, watching the LN peers and node status
• saving the channels status after each payment
• checking in payment details how many hops and fee was paid

Payment A - test with MPP ON

• 9 850 sats invoice
• available funds: ch.A - 119784, ch.B - 200998
• SUCCESS payment, 3 sec, 3 hops, 4 sat fee, only ch.A used
• MPP not triggered

Payment B - test with MPP off

• 9 850 sats invoice
• available funds: ch.A - 109929, ch.B - 200998
• SUCCESS payment, 2 sec, 3 hops, 4 sat fee, only ch.A used

Payment C - test with MPP ON

• 120 000 sats invoice
• available funds: ch.A - 100075, ch.B - 200998
• SUCCESS payment, 7 sec, 4 hops, 68 sat fee, only ch.B used
• MPP not triggered

Payment D - test with MPP ON

• 125 000 sats invoice
• available funds: ch.A - 100075, ch.B - 80930
• SUCCESS payment, 17 sec, 3 hops, 59 sat fee, both channels used
• MPP worked as expected

Payment E - test with MPP ON

• tried several amounts between 59 000 and 49 500 - FAILED
• 40 000 sats invoice
• available funds: ch.A - 37552, ch.B - 18393
• SUCCESS payment, 12 sec, 4 hops, 19 sat fee, both channels used
• MPP worked as expected

Payment F - test with MPP ON to empty the channels

• supposedly should be able to send a max 12 582 sats
• 12 000 sats invoice
• available funds: ch.A - 7538, ch.B - 8388
• FAILED payment, tried several lower amounts and was impossible to do the payment. Message received: "no router found" or insufficient funds".
• seems that LND is keeping a 1% of funds in the channel that CANNOT be moved anymore, due to the fact that we already have "channel reserve", "commit_fee" and "anchor output" already applied over the channels.

Feedback from a Robosater

• Android 10, 4GB RAM
• Blixt 0.6.1, node ready in 10-20s after start-up
• clearnet
• wait for graphy sync enabled
• MPP enabled

LN Channels

• Dunder channel: 500ksats
• LNBig-27: 5Msats
• Reckless_Apotheosis: 3Msats

Use case

Most of my tx are with Robosats and Boltz nodes.
As a rule of thumb, I tend to open channel with a capacity with an order of magnitude higher than my medium size tx.
And also I prefer to have at least 2 high capacity channel, as one can be idle it would not bother me.
Works like a charm with this config.

6th Test - Circular payments OBW - Blixt A - Blixt B

• OBW: 2 HCs + 1 normal ch., v0.1.8-9, clearnet
• Blixt A, v0.6.1 (115), 2 ch, clearnet
• Blixt B, v0.6.1 (114), 1ch Blixt node, clearnet

Payment A - OBW -> Blixt A (small amount)

• 9 850 sats
• MPP triggered took 9500 sats from 1 ch and 350 sats from a HC
• SUCCESS payment done in 5 seconds, 4 sats fee
• payment received in 1 ch

Payment B - OBW -> Blixt A (medium amount)

• 49 900 sats
• OBW channels status: HC1 - 55091, HC2 - 11050, NC - 288208
• MPP not triggered
• SUCCESS payment done in 2 seconds, 19 sats fee
• payment received in 1 ch.

Payment C - OBW ->Blixt A (bigger amount)

• amounts tried 130000 / 128000 / 125000 / 115000
• OBW channels status (can send): HC1 - 55091, HC2 - 11050, NC - 238289
• Blixt channels status (can receive): ch.A - 52495, ch.B - 81353 (total 133848)
• 1st intent (130k) FAILED, reaching 7 parts in flight, timeout after 120 sec
• 2nd intent (128k) FAILED, reaching 6 parts in flight, timeout after 120 sec
• 3rd intent, OBW asking about trying again with increased fee, FAILED after 120 sec
• 4th intent (125k) FAILED, reaching 9 parts in flight, timeout after 120 sec
  At this moment I force closed both apps to be sure is getting a new fresh graph sync.
• 5th intent (115k) SUCCESS, after 15 sec ! MPP with 2 parts, 98 sats fee

Payment D - OBW -> Blixt A (left overs)

Restarted both apps, to take a new graph sync

• amounts tried 15000 / 13000 / 10000
• OBW channels status (can send): HC1 - 55091, HC2 - 1147, NC - 133095
• Blixt A channels status (can receive): ch.A - 4895 (ch.res 1244), ch.B - 13953 (ch.res 2100), theoretically a max receive 15000
• 1st intent (15k) FAILED, 3 parts in flight, timeout after 120 sec
• 2nd intent (13k) FAILED, 3 parts in flight, timeout after 120 sec
• 3rd intent (10k) SUCCESS payment done in 15 sec, 1 part, 2 sats fee, received in ch.B Blixt, exited from NC

Payment E - OBW -> Blixt A (pushing to the limits)

Restarted both apps, to take a new graph sync

• amounts tried 5000 / 3000
• OBW ch. status (can send): HC1 - 45089, HC2 - 1147, NC - 133095
• Blixt A ch. status (can receive): ch.A - 4895 (ch.res 1244), ch.B - 3953 (ch.res 2100), so a max total of 5504
• 1st intent (5k) FAILED , 4 parts in flight, timeout after 120 sec
• 2nd intent (3k) ** SUCCESS** payment done in 4 sec, 1 part, 3 sats fee, received in ch.A Blixt, exited from HC2

Payment F - OBW -> Blixt A (forcing to fill up ch.B)

• amounts tried 1850 / 1000
• OBW ch status: HC1 - 45089, HC2 - 29 sat, NC - 131210
• Blixt ch. status (can receive: ch.A - 1885 (ch.res 1244), ch.B - 3953 (ch.res 2100)
• 1st intent 1850 sats FAILED, 3 parts in flight, trying on both channels to receive.
• 2nd intent 1000 sats SUCCESS, MPP 3 parts, 9 sats fee
• Remaining balance (can receive) in Blixt: ch.A - 1385, ch.B - 3463.
  At this moment I don't know if can receive more. I tried with 500 sats 2 times and the parts are stuck in flight. Nothing appears in Blixt as coming HTLCs.

I personally have many issues when sending from Phoenix (from amount like 12000~15000 sats) to Blixt/OBW/LNBits(my instance, it's working with a Cliché node) even after raising the fee limits, where from OBW or my hosted LNBits/Cliché(HC), and also from custodian services, I often don't have any issue to send from.