AI Index / Learning management systems / History

Learning management systems — AI Recommendation History

What AI assistants recommended for learning management systems, date by date. Every ranking we publish is frozen the day it publishes, so this is a record of what was said — not a re-computation of what today's data would say about the past.

Record: 26 dated snapshots · Aug 14, 2026 – Sep 8, 2026

Answer archive Methodology Data studies JSON

What changed

Computed by comparing each dated snapshot with the one before it. Share moves smaller than 1pp are treated as noise and left out — the same threshold that suppresses trend arrows on the ranking.

Sep 8, 2026vs Sep 7, 2026

No change above the noise floor.

Sep 7, 2026vs Sep 6, 2026

No change above the noise floor.

Sep 6, 2026vs Sep 5, 2026

No change above the noise floor.

Sep 5, 2026vs Sep 4, 2026

No change above the noise floor.

Sep 4, 2026vs Sep 3, 2026

No change above the noise floor.

Sep 3, 2026vs Sep 2, 2026

▼TalentLMS -3.3pp (58.9% → 55.6%)
▼Docebo -3pp (55.4% → 52.4%)
▼LearnUpon -3pp (41.1% → 38.1%)
▼iSpring Learn -2.6pp (23.2% → 20.6%)
▼Moodle -2.2pp (48.2% → 46%)
▼360Learning -1.9pp (32.1% → 30.2%)
▼Canvas -1.2pp (25% → 23.8%)
▼Thinkific -1.2pp (25% → 23.8%)
▼Absorb -1pp (37.5% → 36.5%)

Sep 2, 2026vs Sep 1, 2026

▲ IN360Learning entered the top 10 (#11 → #6)
▲ INiSpring Learn entered the top 10 (#12 → #10)
▼ OUTLearnworlds left the top 10 (#9 → #14)
▼ OUTCornerstone left the top 10 (#10 → #11)
▲360Learning moved #11 → #6
▼Learnworlds moved #9 → #14
▼Thinkific moved #6 → #9
▲iSpring Learn moved #12 → #10
▼Cornerstone moved #10 → #11
▲360Learning +10.7pp (21.4% → 32.1%)
▲Docebo +5.4pp (50% → 55.4%)
▲Absorb +5.4pp (32.1% → 37.5%)
▲TalentLMS +5.3pp (53.6% → 58.9%)
▼Thinkific -3.6pp (28.6% → 25%)
▼Learnworlds -3.5pp (21.4% → 17.9%)
▲Moodle +1.8pp (46.4% → 48.2%)
▲LearnUpon +1.8pp (39.3% → 41.1%)
▲iSpring Learn +1.8pp (21.4% → 23.2%)
▲Cornerstone +1.8pp (21.4% → 23.2%)

Sep 1, 2026vs Aug 31, 2026

No change above the noise floor.

Aug 31, 2026vs Aug 30, 2026

No change above the noise floor.

Aug 30, 2026vs Aug 29, 2026

No change above the noise floor.

Aug 29, 2026vs Aug 28, 2026

No change above the noise floor.

Aug 28, 2026vs Aug 27, 2026

No change above the noise floor.

Aug 27, 2026vs Aug 26, 2026

No change above the noise floor.

Aug 26, 2026vs Aug 25, 2026

No change above the noise floor.

Aug 25, 2026vs Aug 24, 2026

No change above the noise floor.

Aug 24, 2026vs Aug 23, 2026

No change above the noise floor.

Aug 23, 2026vs Aug 22, 2026

Methodology change: extraction rules 4-7 → 7 between these dates. Differences below may reflect the rule change rather than a change in what AI recommends — see the methodology changelog.

▲ INCornerstone entered the top 10 (#13 → #10)
▼ OUT360Learning left the top 10 (#10 → #11)
▲Cornerstone moved #13 → #10
▲Thinkific moved #7 → #6
▼iSpring moved #6 → #7
▼360Learning moved #10 → #11
▼Absorb -3.6pp (35.7% → 32.1%)
▲Moodle +3.5pp (42.9% → 46.4%)
▲Thinkific +2.4pp (26.2% → 28.6%)
▲Cornerstone +2.4pp (19% → 21.4%)
▼TalentLMS -1.2pp (54.8% → 53.6%)
▲LearnUpon +1.2pp (38.1% → 39.3%)
▲Canvas +1.2pp (23.8% → 25%)

Aug 22, 2026vs Aug 21, 2026

▲ IN360Learning entered the top 10 (#11 → #10)
▼ OUTLitmos left the top 10 (#9 → #11)
▼Litmos moved #9 → #11
▲Thinkific moved #8 → #7
▼Canvas moved #7 → #8
▲Learnworlds moved #10 → #9
▲360Learning moved #11 → #10
▼Moodle -4pp (46.9% → 42.9%)
▼Litmos -3.1pp (24.5% → 21.4%)
▼Canvas -2.7pp (26.5% → 23.8%)
▲Thinkific +1.7pp (24.5% → 26.2%)
▼Docebo -1pp (51% → 50%)
▲Absorb +1pp (34.7% → 35.7%)
▲Learnworlds +1pp (20.4% → 21.4%)
▲360Learning +1pp (20.4% → 21.4%)

Aug 21, 2026vs Aug 20, 2026

▲ INLearnworlds entered the top 10 (#12 → #10)
▼ OUT360Learning left the top 10 (#10 → #11)
▲iSpring moved #8 → #6
▼Litmos moved #7 → #9
▲Learnworlds moved #12 → #10
▲LearnUpon moved #5 → #4
▼Absorb moved #4 → #5
▼Canvas moved #6 → #7
▲Thinkific moved #9 → #8
▼360Learning moved #10 → #11
▼Absorb -8.2pp (42.9% → 34.7%)
▼Docebo -6.1pp (57.1% → 51%)
▼360Learning -4.6pp (25% → 20.4%)
▼Litmos -4.1pp (28.6% → 24.5%)
▼TalentLMS -3.8pp (58.9% → 55.1%)
▼Moodle -3.1pp (50% → 46.9%)
▼LearnUpon -2.3pp (41.1% → 38.8%)
▼Canvas -2.1pp (28.6% → 26.5%)
▲iSpring +1.8pp (26.8% → 28.6%)

Aug 20, 2026vs Aug 19, 2026

No change above the noise floor.

Aug 19, 2026vs Aug 18, 2026

▲ INThinkific entered the top 10 (#11 → #9)
▼ OUTCornerstone left the top 10 (#9 → #11)
▲Thinkific moved #11 → #9
▼Cornerstone moved #9 → #11
▲TalentLMS moved #2 → #1
▼Docebo moved #1 → #2
▲Canvas moved #7 → #6
▼Litmos moved #6 → #7
▼Cornerstone -5.4pp (28.6% → 23.2%)
▼Docebo -5.2pp (62.3% → 57.1%)
▼Absorb -3.9pp (46.8% → 42.9%)
▼TalentLMS -3.4pp (62.3% → 58.9%)
▼LearnUpon -3.1pp (44.2% → 41.1%)
▼360Learning -2.3pp (27.3% → 25%)
▼Moodle -1.9pp (51.9% → 50%)
▼iSpring -1.8pp (28.6% → 26.8%)
▼Litmos -1.3pp (29.9% → 28.6%)

Aug 18, 2026vs Aug 17, 2026

No change above the noise floor.

Aug 17, 2026vs Aug 16, 2026

No change above the noise floor.

Aug 16, 2026vs Aug 15, 2026

No change above the noise floor.

Aug 15, 2026vs Aug 14, 2026

▲Canvas moved #9 → #7
▼360Learning moved #8 → #10
▲Docebo moved #2 → #1
▼TalentLMS moved #1 → #2
▼iSpring moved #7 → #8
▲Cornerstone moved #10 → #9
▼Absorb -3.2pp (50% → 46.8%)
▼360Learning -2.7pp (30% → 27.3%)
▼TalentLMS -2pp (64.3% → 62.3%)
▲Moodle +1.9pp (50% → 51.9%)
▼LearnUpon -1.5pp (45.7% → 44.2%)
▼Litmos -1.5pp (31.4% → 29.9%)
▲Cornerstone +1.5pp (27.1% → 28.6%)
▼iSpring -1.4pp (30% → 28.6%)

The ranking, date by date

Top 10 on each archived date, exactly as published. Cite a date and it stays true: snapshots are append-only, and a correction appends a new revision rather than overwriting the original.

Sep 8, 202663 sampled answers · window 2026-08-11 – 2026-09-08 · rules v7

#1TalentLMS55.6%
#2Docebo52.4%
#3Moodle46%
#4LearnUpon38.1%
#5Absorb36.5%
#6360Learning30.2%
#7iSpring28.6%
#8Canvas23.8%
#9Thinkific23.8%
#10iSpring Learn20.6%

Sep 7, 202663 sampled answers · window 2026-08-10 – 2026-09-07 · rules v7

#1TalentLMS55.6%
#2Docebo52.4%
#3Moodle46%
#4LearnUpon38.1%
#5Absorb36.5%
#6360Learning30.2%
#7iSpring28.6%
#8Canvas23.8%
#9Thinkific23.8%
#10iSpring Learn20.6%

Sep 6, 202663 sampled answers · window 2026-08-09 – 2026-09-06 · rules v7

#1TalentLMS55.6%
#2Docebo52.4%
#3Moodle46%
#4LearnUpon38.1%
#5Absorb36.5%
#6360Learning30.2%
#7iSpring28.6%
#8Canvas23.8%
#9Thinkific23.8%
#10iSpring Learn20.6%

Sep 5, 202663 sampled answers · window 2026-08-08 – 2026-09-05 · rules v7

#1TalentLMS55.6%
#2Docebo52.4%
#3Moodle46%
#4LearnUpon38.1%
#5Absorb36.5%
#6360Learning30.2%
#7iSpring28.6%
#8Canvas23.8%
#9Thinkific23.8%
#10iSpring Learn20.6%

Sep 4, 202663 sampled answers · window 2026-08-07 – 2026-09-04 · rules v7

#1TalentLMS55.6%
#2Docebo52.4%
#3Moodle46%
#4LearnUpon38.1%
#5Absorb36.5%
#6360Learning30.2%
#7iSpring28.6%
#8Canvas23.8%
#9Thinkific23.8%
#10iSpring Learn20.6%

Sep 3, 202663 sampled answers · window 2026-08-06 – 2026-09-03 · rules v7

#1TalentLMS55.6%
#2Docebo52.4%
#3Moodle46%
#4LearnUpon38.1%
#5Absorb36.5%
#6360Learning30.2%
#7iSpring28.6%
#8Canvas23.8%
#9Thinkific23.8%
#10iSpring Learn20.6%

Sep 2, 202656 sampled answers · window 2026-08-05 – 2026-09-02 · rules v7

#1TalentLMS58.9%
#2Docebo55.4%
#3Moodle48.2%
#4LearnUpon41.1%
#5Absorb37.5%
#6360Learning32.1%
#7iSpring28.6%
#8Canvas25%
#9Thinkific25%
#10iSpring Learn23.2%

Sep 1, 202628 sampled answers · window 2026-08-04 – 2026-09-01 · rules v7

#1TalentLMS53.6%
#2Docebo50%
#3Moodle46.4%
#4LearnUpon39.3%
#5Absorb32.1%
#6Thinkific28.6%
#7iSpring28.6%
#8Canvas25%
#9Learnworlds21.4%
#10Cornerstone21.4%

Aug 31, 202628 sampled answers · window 2026-08-03 – 2026-08-31 · rules v7

#1TalentLMS53.6%
#2Docebo50%
#3Moodle46.4%
#4LearnUpon39.3%
#5Absorb32.1%
#6Thinkific28.6%
#7iSpring28.6%
#8Canvas25%
#9Learnworlds21.4%
#10Cornerstone21.4%

Aug 30, 202628 sampled answers · window 2026-08-02 – 2026-08-30 · rules v7

#1TalentLMS53.6%
#2Docebo50%
#3Moodle46.4%
#4LearnUpon39.3%
#5Absorb32.1%
#6Thinkific28.6%
#7iSpring28.6%
#8Canvas25%
#9Learnworlds21.4%
#10Cornerstone21.4%

Aug 29, 202628 sampled answers · window 2026-08-01 – 2026-08-29 · rules v7

#1TalentLMS53.6%
#2Docebo50%
#3Moodle46.4%
#4LearnUpon39.3%
#5Absorb32.1%
#6Thinkific28.6%
#7iSpring28.6%
#8Canvas25%
#9Learnworlds21.4%
#10Cornerstone21.4%

Aug 28, 202628 sampled answers · window 2026-07-31 – 2026-08-28 · rules v7

#1TalentLMS53.6%
#2Docebo50%
#3Moodle46.4%
#4LearnUpon39.3%
#5Absorb32.1%
#6Thinkific28.6%
#7iSpring28.6%
#8Canvas25%
#9Learnworlds21.4%
#10Cornerstone21.4%

Aug 27, 202628 sampled answers · window 2026-07-30 – 2026-08-27 · rules v7

#1TalentLMS53.6%
#2Docebo50%
#3Moodle46.4%
#4LearnUpon39.3%
#5Absorb32.1%
#6Thinkific28.6%
#7iSpring28.6%
#8Canvas25%
#9Learnworlds21.4%
#10Cornerstone21.4%

Aug 26, 202628 sampled answers · window 2026-07-29 – 2026-08-26 · rules v7

#1TalentLMS53.6%
#2Docebo50%
#3Moodle46.4%
#4LearnUpon39.3%
#5Absorb32.1%
#6Thinkific28.6%
#7iSpring28.6%
#8Canvas25%
#9Learnworlds21.4%
#10Cornerstone21.4%

Aug 25, 202628 sampled answers · window 2026-07-28 – 2026-08-25 · rules v7

#1TalentLMS53.6%
#2Docebo50%
#3Moodle46.4%
#4LearnUpon39.3%
#5Absorb32.1%
#6Thinkific28.6%
#7iSpring28.6%
#8Canvas25%
#9Learnworlds21.4%
#10Cornerstone21.4%

Aug 24, 202628 sampled answers · window 2026-07-27 – 2026-08-24 · rules v7

#1TalentLMS53.6%
#2Docebo50%
#3Moodle46.4%
#4LearnUpon39.3%
#5Absorb32.1%
#6Thinkific28.6%
#7iSpring28.6%
#8Canvas25%
#9Learnworlds21.4%
#10Cornerstone21.4%

Aug 23, 202628 sampled answers · window 2026-07-26 – 2026-08-23 · rules v7

#1TalentLMS53.6%
#2Docebo50%
#3Moodle46.4%
#4LearnUpon39.3%
#5Absorb32.1%
#6Thinkific28.6%
#7iSpring28.6%
#8Canvas25%
#9Learnworlds21.4%
#10Cornerstone21.4%

Aug 22, 202642 sampled answers · window 2026-07-25 – 2026-08-22 · rules v4-7

#1TalentLMS54.8%
#2Docebo50%
#3Moodle42.9%
#4LearnUpon38.1%
#5Absorb35.7%
#6iSpring28.6%
#7Thinkific26.2%
#8Canvas23.8%
#9Learnworlds21.4%
#10360Learning21.4%

Aug 21, 202649 sampled answers · window 2026-07-24 – 2026-08-21 · rules v4-7

#1TalentLMS55.1%
#2Docebo51%
#3Moodle46.9%
#4LearnUpon38.8%
#5Absorb34.7%
#6iSpring28.6%
#7Canvas26.5%
#8Thinkific24.5%
#9Litmos24.5%
#10Learnworlds20.4%

Aug 20, 202656 sampled answers · window 2026-07-23 – 2026-08-20 · rules v4-7

#1TalentLMS58.9%
#2Docebo57.1%
#3Moodle50%
#4Absorb42.9%
#5LearnUpon41.1%
#6Canvas28.6%
#7Litmos28.6%
#8iSpring26.8%
#9Thinkific25%
#10360Learning25%

Aug 19, 202656 sampled answers · window 2026-07-22 – 2026-08-19 · rules v4-7

#1TalentLMS58.9%
#2Docebo57.1%
#3Moodle50%
#4Absorb42.9%
#5LearnUpon41.1%
#6Canvas28.6%
#7Litmos28.6%
#8iSpring26.8%
#9Thinkific25%
#10360Learning25%

Aug 18, 202677 sampled answers · window 2026-07-21 – 2026-08-18 · rules v4-7

#1Docebo62.3%
#2TalentLMS62.3%
#3Moodle51.9%
#4Absorb46.8%
#5LearnUpon44.2%
#6Litmos29.9%
#7Canvas28.6%
#8iSpring28.6%
#9Cornerstone28.6%
#10360Learning27.3%

Aug 17, 202677 sampled answers · window 2026-07-20 – 2026-08-17 · rules v4-7

#1Docebo62.3%
#2TalentLMS62.3%
#3Moodle51.9%
#4Absorb46.8%
#5LearnUpon44.2%
#6Litmos29.9%
#7Canvas28.6%
#8iSpring28.6%
#9Cornerstone28.6%
#10360Learning27.3%

Aug 16, 202677 sampled answers · window 2026-07-19 – 2026-08-16 · rules v4-7

#1Docebo62.3%
#2TalentLMS62.3%
#3Moodle51.9%
#4Absorb46.8%
#5LearnUpon44.2%
#6Litmos29.9%
#7Canvas28.6%
#8iSpring28.6%
#9Cornerstone28.6%
#10360Learning27.3%

Aug 15, 202677 sampled answers · window 2026-07-18 – 2026-08-15 · rules v4-7

#1Docebo62.3%
#2TalentLMS62.3%
#3Moodle51.9%
#4Absorb46.8%
#5LearnUpon44.2%
#6Litmos29.9%
#7Canvas28.6%
#8iSpring28.6%
#9Cornerstone28.6%
#10360Learning27.3%

Aug 14, 202670 sampled answers · window 2026-07-17 – 2026-08-14 · rules v4-7

#1TalentLMS64.3%
#2Docebo61.4%
#3Moodle50%
#4Absorb50%
#5LearnUpon45.7%
#6Litmos31.4%
#7iSpring30%
#8360Learning30%
#9Canvas28.6%
#10Cornerstone27.1%

Read any date directly

Every archived date is machine-readable at /api/index/lms-learning-management-systems/as-of/<YYYY-MM-DD>, which returns the ranking as it stood, with the extraction version and revision it was published under. Dates before the record begins return no_record rather than a recomputation — we do not reconstruct history on demand and present it as what we said. See what the engines actually said.

[ORBATOR]