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MxChat – AI Chatbot & Content Generation for WordPress / 3.2.23
MxChat – AI Chatbot & Content Generation for WordPress v3.2.23
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← All changes | includes/class-mxchat-model-catalog.php +98 -8 3.2.20 → 3.2.23 View file →
@@ -55,11 +55,15 @@
55 55 'label' => __('Google Gemini', 'mxchat'),
56 56 'key_option' => 'gemini_api_key',
57 57 'requires_key_to_load_models' => false,
58 58 'models' => array(
59 - 'gemini-3.5-flash' => array('label' => 'Gemini 3.5 Flash', 'description' => __('Stable — newest Flash generation, recommended default', 'mxchat')),
59 + 'gemini-3.8-flash' => array('label' => 'Gemini 3.8 Flash', 'description' => __('Stable — newest Flash generation, recommended default', 'mxchat')),
60 + 'gemini-3.7-flash' => array('label' => 'Gemini 3.7 Flash', 'description' => __('Stable — efficiency-first Flash', 'mxchat')),
61 + 'gemini-3.6-flash' => array('label' => 'Gemini 3.6 Flash', 'description' => __('Stable — previous Flash generation', 'mxchat')),
62 + 'gemini-3.5-flash' => array('label' => 'Gemini 3.5 Flash', 'description' => __('Stable — older Flash, priced above 3.8 Flash on every token', 'mxchat')),
60 63 'gemini-3.1-pro-preview' => array('label' => 'Gemini 3.1 Pro', 'description' => __('Preview — most intelligent, multimodal & agentic', 'mxchat')),
61 64 'gemini-3-flash-preview' => array('label' => 'Gemini 3 Flash', 'description' => __('Preview — balanced speed and scale', 'mxchat')),
65 + 'gemini-3.5-flash-lite' => array('label' => 'Gemini 3.5 Flash-Lite', 'description' => __('Stable — cheapest Gemini, no thinking', 'mxchat')),
62 66 'gemini-3.1-flash-lite' => array('label' => 'Gemini 3.1 Flash-Lite', 'description' => __('Stable — cost-efficient, high throughput', 'mxchat')),
63 67 'gemini-3.1-flash-lite-preview' => array('label' => 'Gemini 3.1 Flash-Lite (Preview)', 'description' => __('Preview — latest cost-efficient model', 'mxchat')),
64 68 'gemini-2.5-pro' => array('label' => 'Gemini 2.5 Pro', 'description' => __('Stable — advanced thinking, code, math & long context', 'mxchat')),
65 69 'gemini-2.5-flash' => array('label' => 'Gemini 2.5 Flash', 'description' => __('Stable — strong price-performance with thinking', 'mxchat')),
@@ -79,9 +83,18 @@
79 83 // 'deprecated_on' (Y-m-d) + 'replacement' are optional per-model
80 84 // fields: pickers label a future date as "retires <date>" and hide
81 85 // the entry once the date passes (a saved value keeps rendering via
82 86 // settings_dropdown_groups($current_model)).
83 - 'gpt-5.6-sol' => array('label' => 'GPT-5.6 Sol', 'description' => __('Recommended — newest OpenAI flagship for reasoning, coding and chat', 'mxchat')),
87 + // GPT-6 (announced 2026-09-22; plan 45c22d). Probed live on
88 + // 2026-09-27: all three need max_completion_tokens, reject any
89 + // temperature but 1 and reject reasoning_effort 'minimal';
90 + // Astra also rejects 'none'. Every "modern OpenAI" gate goes
91 + // through is_modern_openai() so these ids are not sent legacy
92 + // parameters (which 400 on the first message).
93 + 'gpt-6-astra' => array('label' => 'GPT-6 Astra', 'description' => __('Recommended — newest OpenAI flagship; strongest reasoning, coding and agentic work', 'mxchat')),
94 + 'gpt-6-sol' => array('label' => 'GPT-6 Sol', 'description' => __('Strong reasoning on demanding tasks at mid-tier cost', 'mxchat')),
95 + 'gpt-6-luna' => array('label' => 'GPT-6 Luna', 'description' => __('Fastest and cheapest GPT-6 for high-volume, repeatable work', 'mxchat')),
96 + 'gpt-5.6-sol' => array('label' => 'GPT-5.6 Sol', 'description' => __('Previous OpenAI flagship for reasoning, coding and chat', 'mxchat')),
84 97 'gpt-5.6-terra' => array('label' => 'GPT-5.6 Terra', 'description' => __('Balanced GPT-5.6 — strong capability at lower cost', 'mxchat')),
85 98 'gpt-5.6-luna' => array('label' => 'GPT-5.6 Luna', 'description' => __('Fastest and cheapest GPT-5.6 for lightweight tasks', 'mxchat')),
86 99 'gpt-5.5' => array('label' => 'GPT-5.5', 'description' => __('Previous flagship — powerful reasoning and coding model', 'mxchat')),
87 100 'gpt-5.4' => array('label' => 'GPT-5.4', 'description' => __('Flagship reasoning and coding model', 'mxchat')),
@@ -671,9 +684,9 @@
671 684 $map = array(
672 685 'openai' => 'gpt-5.6-sol',
673 686 'claude' => 'claude-haiku-4-5-20251001',
674 687 'xai' => 'grok-4.6',
675 - 'gemini' => 'gemini-3.5-flash',
688 + 'gemini' => 'gemini-3.8-flash',
676 689 );
677 690 $model = isset($map[$provider]) ? $map[$provider] : '';
678 691 return (string) apply_filters('mxchat_default_vision_model', $model, $provider);
679 692 }
@@ -718,10 +731,29 @@
718 731 */
719 732 public static function reasoning_effort_for($model, $context = 'chat') {
720 733 $model = (string) $model;
721 734
722 - // Only the gpt-5 family carries reasoning_effort. Everything else omits.
723 - if (strpos($model, 'gpt-5') !== 0) {
735 + // plan a9774b: every Gemini 3.x output price is "including thinking
736 + // tokens" and the model thinks at its default level unless told
737 + // otherwise — measured on this site's own support prompt, 71% of
738 + // billed output on 3.8 Flash was hidden thinking, with indistinguishable
739 + // replies at 'low' (0 hidden tokens). So the chat surface sends 'low':
740 + // as reasoning_effort on the OpenAI-compatible endpoint, and as
741 + // generationConfig.thinkingConfig.thinkingLevel on the native one (see
742 + // gemini_thinking_config()). Flash-Lite does not think and returns 400
743 + // on any reasoning parameter — it must send nothing.
744 + if (strpos($model, 'gemini-3') === 0) {
745 + if (strpos($model, 'flash-lite') !== false) {
746 + return null;
747 + }
748 + return ($context === 'chat') ? 'low' : null;
749 + }
750 +
751 + // Only the modern OpenAI family (gpt-5*, gpt-6*) carries
752 + // reasoning_effort. Everything else omits. plan 45c22d widened this
753 + // from a literal gpt-5 prefix: a gpt-6 id used to fall through all
754 + // three maps below and be sent legacy parameters.
755 + if (!self::is_modern_openai($model)) {
724 756 return null;
725 757 }
726 758
727 759 switch ($context) {
@@ -728,8 +760,11 @@
728 760 case 'websearch':
729 761 // integrator web-search (Responses API). Explicit allowlist, no
730 762 // "else" — anything not listed omits reasoning entirely.
731 763 $map = array(
764 + 'gpt-6-astra' => 'low', // plan 45c22d, probed 2026-09-27 on /v1/responses
765 + 'gpt-6-sol' => 'low',
766 + 'gpt-6-luna' => 'low',
732 767 'gpt-5.6-sol' => 'low',
733 768 'gpt-5.6-terra' => 'low',
734 769 'gpt-5.6-luna' => 'low',
735 770 'gpt-5.5' => 'low',
@@ -748,8 +783,14 @@
748 783 // 400'd on every call); the original gpt-5/-mini/-nano still
749 784 // REQUIRE 'minimal' and reject 'none'. Do not "harmonize" these
750 785 // — the two generations genuinely differ.
751 786 $map = array(
787 + // plan 45c22d (probed 2026-09-27): gpt-6-astra accepts only
788 + // low|medium|high; gpt-6-sol/-luna accept none|low|medium|high.
789 + // 'low' for all three, as for their 5.6 siblings.
790 + 'gpt-6-astra' => 'low',
791 + 'gpt-6-sol' => 'low',
792 + 'gpt-6-luna' => 'low',
752 793 'gpt-5.6-sol' => 'low',
753 794 'gpt-5.6-terra' => 'low',
754 795 'gpt-5.6-luna' => 'low',
755 796 'gpt-5.5' => 'low',
@@ -783,8 +824,14 @@
783 824 }
784 825 if ($model === 'gpt-5.4') {
785 826 return 'none';
786 827 }
828 + // plan 45c22d (probed 2026-09-27): gpt-6-astra accepts only
829 + // low|medium|high; -sol/-luna accept none|low|medium|high.
830 + // 'low' for all three, as for their 5.6 siblings.
831 + if (in_array($model, array('gpt-6-astra', 'gpt-6-sol', 'gpt-6-luna'), true)) {
832 + return 'low';
833 + }
787 834 if (in_array($model, array('gpt-5.6-sol', 'gpt-5.6-terra', 'gpt-5.6-luna'), true)) {
788 835 return 'low';
789 836 }
790 837 // plan-25b972: the original gpt-5 generation REQUIRES 'minimal'
@@ -815,13 +862,35 @@
815 862 *
816 863 * @param string $model Chat model id.
817 864 * @return bool true if a custom temperature may be sent.
818 865 */
866 + /**
867 + * generationConfig.thinkingConfig for the native Gemini endpoint, or null
868 + * to send none (plan a9774b). Derived from reasoning_effort_for() so the
869 + * two Gemini paths — native generateContent and the OpenAI-compatible
870 + * endpoint — always agree on the thinking level. Overridable via
871 + * mxchat_gemini_thinking_level (return '' to send none).
872 + *
873 + * @param string $model Chat model id.
874 + * @return array|null e.g. array('thinkingLevel' => 'low').
875 + */
876 + public static function gemini_thinking_config($model) {
877 + $level = self::reasoning_effort_for($model, 'chat');
878 + if (strpos((string) $model, 'gemini-') !== 0) {
879 + return null;
880 + }
881 + $level = apply_filters('mxchat_gemini_thinking_level', $level, $model);
882 + if (!is_string($level) || $level === '' || !in_array($level, array('minimal', 'low', 'medium', 'high'), true)) {
883 + return null;
884 + }
885 + return array('thinkingLevel' => $level);
886 + }
887 +
819 888 public static function supports_temperature($model) {
820 889 $model = (string) $model;
821 890
822 - // gpt-5 family accepts only the default temperature (1).
823 - if (strpos($model, 'gpt-5') === 0) {
891 + // gpt-5 / gpt-6 families accept only the default temperature (1).
892 + if (self::is_modern_openai($model)) {
824 893 return false;
825 894 }
826 895
827 896 // Anthropic flagships that reject the temperature param outright.
@@ -850,7 +919,28 @@
850 919 * @param string $model Chat model id.
851 920 * @return string 'max_completion_tokens' | 'max_tokens'
852 921 */
853 922 public static function openai_token_param($model) {
854 - return strpos((string) $model, 'gpt-5') === 0 ? 'max_completion_tokens' : 'max_tokens';
923 + return self::is_modern_openai($model) ? 'max_completion_tokens' : 'max_tokens';
924 + }
925 +
926 + /**
927 + * plan 45c22d: ONE predicate for "a modern OpenAI chat model" — the
928 + * generations that take max_completion_tokens, only the default
929 + * temperature, and reasoning_effort. Every gate that used to test the
930 + * literal prefix gpt-5 routes through here, so the next generation is a
931 + * one-line change instead of nine edits. Before this, gpt-6-* ids fell
932 + * through all nine and were sent legacy parameters: a 400 on the first
933 + * message while looking fine in the picker.
934 + *
935 + * The frozen partial-upgrade fallbacks in the integrator, the content
936 + * generator and the editor assistant carry the same two-prefix test
937 + * inline (they exist for the window where this class is not loaded).
938 + *
939 + * @param string $model Chat model id.
940 + * @return bool
941 + */
942 + public static function is_modern_openai($model) {
943 + $model = (string) $model;
944 + return strpos($model, 'gpt-5') === 0 || strpos($model, 'gpt-6') === 0;
855 945 }
856 946 }