Interfaces & Events
Interface definitions, implementations, event publishers and subscribers
Report generated: February 25, 2026 at 7:49 AM
Benchmark data: Feb 18, 2026 – Feb 25, 2026
15
Models
8
Tasks
78.3%
Pass Rate
Model Rankings
Model Performance
openrouter/moonshotai/kimi-k2.5
Runs:3
pass@1:87.5%
pass@3:100.0%
Consistency:75.0%
1st: 142nd: 78/8 passed
Temperature:0.1
Thinking:-
Tokens/run:32,327
Cost/run:$0.39
Known Shortcomings (11)
- query-object-syntax 2x
- event-subscriber-parameter-syntax 1x
- page-extension-cardpageid-override 1x
- parse-failure 1x
- multiline-string-literals 1x
+6 more View all 11
gemini/gemini-3-pro-preview
Runs:3
pass@1:87.5%
pass@3:87.5%
Consistency:100.0%
1st: 202nd: 1Failed: 17/8 passed
Temperature:0.1
Thinking:-
Tokens/run:38,623
Cost/run:$0.07
Known Shortcomings (23)
- codeunit-syntax-structure 3x
- multiline-string-literals 1x
- inherent-permissions-syntax 1x
- query-crossjoin-column-datasource 1x
- complete-codeunit-generation 1x
+18 more View all 23
anthropic/claude-sonnet-4-5-20250929
Runs:3
pass@1:87.5%
pass@3:87.5%
Consistency:100.0%
1st: 21Failed: 17/8 passed
Temperature:0.1
Thinking:-
Tokens/run:11,531
Cost/run:$0.11
Known Shortcomings (14)
- multiline-string-literals 1x
- query-filter-element-syntax 1x
- jsonobject-get-method-signature 1x
- cross-join-dataitem-link-constraints 1x
- reserved-keyword-as-variable-name 1x
+9 more View all 14
gemini/gemini-3.1-pro-preview
Runs:3
pass@1:83.3%
pass@3:87.5%
Consistency:87.5%
1st: 192nd: 1Failed: 17/8 passed
Temperature:0.1
Thinking:-
Tokens/run:39,773
Cost/run:$0.04
Known Shortcomings (16)
- empty-or-missing-code-generation 2x
- empty-or-missing-code-generation 2x
- empty-or-missing-code-generation 1x
- table-extension-with-page-extension 1x
- al-syntax-structure 1x
+11 more View all 16
anthropic/claude-opus-4-5-20251101@thinking=50000
Runs:3
pass@1:79.2%
pass@3:87.5%
Consistency:87.5%
1st: 182nd: 1Failed: 17/8 passed
Temperature:0.1
Thinking:50,000
Tokens/run:24,029
Cost/run:$0.41
Known Shortcomings (10)
- page-extension-with-table-extension 1x
- reserved-keyword-as-parameter-name 1x
- dictionary-iteration-syntax 1x
- empty-or-malformed-code-generation 1x
- temporary-table-parameter-handling 1x
+5 more View all 10
anthropic/claude-opus-4-6
Runs:3
pass@1:79.2%
pass@3:87.5%
Consistency:87.5%
1st: 182nd: 1Failed: 17/8 passed
Temperature:0.1
Thinking:-
Tokens/run:30,003
Cost/run:$0.53
Known Shortcomings (8)
- reserved-keyword-as-parameter-name 1x
- cross-join-dataitem-link 1x
- incomplete-procedure-body 1x
- flowfield-calcfields-requirement 1x
- parse-failure 1x
+3 more View all 8
openrouter/z-ai/glm-5
Runs:3
pass@1:75.0%
pass@3:87.5%
Consistency:62.5%
1st: 92nd: 9Failed: 17/8 passed
Temperature:0.1
Thinking:-
Tokens/run:79,768
Cost/run:$1.09
Known Shortcomings (25)
- query-object-syntax 2x
- list-dictionary-of-interface-clear-method 1x
- event-subscriber-event-name 1x
- al-string-literal-escaping 1x
- fluent-api-return-self-codeunit 1x
+20 more View all 25
openrouter/qwen/qwen3-max-thinking
Runs:3
pass@1:75.0%
pass@3:87.5%
Consistency:75.0%
1st: 102nd: 8Failed: 17/8 passed
Temperature:0.1
Thinking:-
Tokens/run:13,722
Cost/run:$0.12
Known Shortcomings (27)
- option-field-optionmembers-required 2x
- variant-type-argument-and-interface-definition 2x
- query-object-syntax 2x
- enum-frominteger-syntax 1x
- list-iteration-pattern 1x
+22 more View all 27
openai/gpt-5.3-codex
Runs:3
pass@1:75.0%
pass@3:75.0%
Consistency:100.0%
1st: 112nd: 7Failed: 26/8 passed
Temperature:0.1
Thinking:-
Tokens/run:18,431
Cost/run:$0.11
Known Shortcomings (14)
- query-object-syntax 2x
- empty-or-missing-code-generation 2x
- parse-failure 2x
- dictionary-keys-method-signature 1x
- al-syntax-basics 1x
+9 more View all 14
openai/gpt-5.2-2025-12-11@thinking=high
Runs:3
pass@1:75.0%
pass@3:75.0%
Consistency:100.0%
1st: 142nd: 4Failed: 26/8 passed
Temperature:0.1
Thinking:high
Tokens/run:17,985
Cost/run:$0.16
Known Shortcomings (13)
- interface-definition-syntax 2x
- table-field-caption-property 2x
- query-object-syntax 2x
- query-crossjoin-syntax 2x
- jsonvalue-type-checking-methods 2x
+8 more View all 13
openrouter/deepseek/deepseek-v3.2
Runs:3
pass@1:62.5%
pass@3:75.0%
Consistency:75.0%
1st: 142nd: 1Failed: 26/8 passed
Temperature:0.1
Thinking:-
Tokens/run:20,372
Cost/run:$0.22
Known Shortcomings (29)
- interface-definition-syntax 3x
- application-area-in-page-extension-field 2x
- reserved-keyword-as-variable-name 2x
- query-cross-join-syntax 2x
- jsonobject-get-vs-selecttoken 2x
+24 more View all 29
openrouter/x-ai/grok-code-fast-1
Runs:3
pass@1:62.5%
pass@3:75.0%
Consistency:75.0%
1st: 92nd: 6Failed: 26/8 passed
Temperature:0.1
Thinking:-
Tokens/run:28,803
Cost/run:$0.27
Known Shortcomings (22)
- query-object-syntax 2x
- jsonobject-selecttoken-vs-get 2x
- httpclient-getheaders-usage 2x
- multiline-string-literals 1x
- page-extension-cardpageid-override 1x
+17 more View all 22
openrouter/minimax/minimax-m2.5
Runs:3
pass@1:58.3%
pass@3:75.0%
Consistency:75.0%
1st: 72nd: 7Failed: 26/8 passed
Temperature:0.1
Thinking:-
Tokens/run:26,164
Cost/run:$0.28
Known Shortcomings (32)
- json-object-key-iteration 3x
- interface-definition-syntax 2x
- multiline-string-literals 2x
- text-char-conversion-copystr 1x
- page-object-definition 1x
+27 more View all 32
anthropic/claude-sonnet-4-6
Runs:3
pass@1:62.5%
pass@3:62.5%
Consistency:100.0%
1st: 15Failed: 35/8 passed
Temperature:0.1
Thinking:-
Tokens/run:44,033
Cost/run:$0.47
Known Shortcomings (5)
- event-subscriber-event-name 1x
- count-method-column-syntax 1x
- code-truncation-incomplete-output 1x
- jsonvalue-type-checking-api 1x
- flowfield-calcsums-restriction 1x
openrouter/qwen/qwen3-coder-next
Runs:3
pass@1:16.7%
pass@3:25.0%
Consistency:87.5%
1st: 12nd: 3Failed: 62/8 passed
Temperature:0.1
Thinking:-
Tokens/run:19,874
Cost/run:$0.16
Known Shortcomings (35)
- codeunit-generation-empty-output 5x
- interface-definition-syntax 4x
- query-object-syntax 2x
- reserved-keyword-as-parameter-name 2x
- initvalue-vs-defaultvalue 1x
+30 more View all 35
Task Results Matrix
N/M = passed N of M runs (hover for details)
| Task | Description | Kimi K2.5 | Gemini 3 Pro | Claude Sonnet 4.5 | Gemini 3.1 Pro Preview | Claude Opus 4.5 (50K) | Claude Opus 4.6 | Glm 5 | Qwen3 Max Thinking | GPT-5.3 Codex | GPT-5.2 | Deepseek V3.2 | Grok Code Fast 1 | Minimax M2.5 | Claude Sonnet 4 6 | Qwen3 Coder Next |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CG-AL-E008 | Create a simple AL interface called "Payment Processor" with ID 70000. The interface should define the following procedures: - ProcessPayment(Amount: Decimal; PaymentMethod: Text): Boolean - ValidatePayment(PaymentData: Text): Boolean - GetTransactionFee(Amount: Decimal): Decimal | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 2/3 | 3/3 | 3/3 | 3/3 | 1/3 | 2/3 | 1/3 | 3/3 | 0/3 |
| CG-AL-E010 | Create a simple AL codeunit called "Item Event Subscriber" with ID 70001 that subscribes to Item table events. Create an event subscriber procedure that: - Subscribes to the OnAfterInsert event of the Item table - Displays a message when a new item is created - Includes proper EventSubscriber attributes | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 2/3 | 3/3 | 3/3 | 3/3 | 3/3 | 1/3 | 0/3 | 0/3 | 3/3 |
| CG-AL-E032 | Create an interface called "CG Token Provider". | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 2/3 | 3/3 | 3/3 | 3/3 | 0/3 |
| CG-AL-H010 | Create a codeunit with IntegrationEvent publishers and demonstrate proper event patterns. | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 1/3 |
| CG-AL-H015 | 1. Define an Interface named "Payment Gateway". | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 1/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 0/3 |
| CG-AL-H021 | Create AL objects demonstrating Lists and Dictionaries of interfaces (available in BC 2025 Wave 1). | 1/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 1/3 | 0/3 | 0/3 |
| CG-AL-H205 | Create a codeunit called "CG Line Amount Engine" with ID 70205. The codeunit must have Access = Public. | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 0/3 |
| CG-AL-M009 | Create a comprehensive interface implementation for a shipping service. | 2/3 | 3/3 | 3/3 | 2/3 | 1/3 | 1/3 | 2/3 | 2/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 |